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pose_demo_01

Runtime error

App Files Files Community

Maksym-Lysyi commited on Jul 8, 2024

Commit

5079645

1 Parent(s): ef29619

minor improvements

Browse files

Files changed (5) hide show

app.py +47 -17
config.py +1 -2
logs/log.py +0 -1097
main_func.py +56 -125
utils.py +174 -122

app.py CHANGED Viewed

@@ -10,15 +10,15 @@ with gr.Blocks() as demo:
             with gr.Row(variant='compact'):
                 dtw_mean = gr.Slider(
-                    value=0.5,
                     minimum=0,
                     maximum=1.0,
                     step=0.05,
-                    label="Winsorize Mean"
                 )
                 dtw_filter = gr.Slider(
-                    value=3,
                     minimum=1,
                     maximum=20,
                     step=1,
@@ -38,7 +38,7 @@ with gr.Blocks() as demo:
                 )
                 angles_common = gr.Number(
-                    value=25,
                     minimum=0,
                     maximum=75,
                     step=1,
@@ -47,7 +47,7 @@ with gr.Blocks() as demo:
                 )
                 angles_insensitive = gr.Number(
-                    value=45,
                     minimum=0,
                     maximum=75,
                     step=1,
@@ -57,13 +57,41 @@ with gr.Blocks() as demo:
             gr.Markdown("#### Patience:")
-            trigger_state = gr.Radio(value="three", choices=["three", "two"], label="Trigger Count")
         input_teacher = gr.Video(show_share_button=False, show_download_button=False, sources=["upload"], label="Teacher's Video")
         input_student = gr.Video(show_share_button=False, show_download_button=False, sources=["upload"], label="Student's Video")
-    with gr.Accordion("Clarifications:", open=True):
         with gr.Accordion("Dynamic Time Warping:", open=False):
             gr.Markdown("""
             Dynamic Time Warping is an algorithm that performs frame-by-frame alignment for videos with different speeds.
@@ -83,15 +111,20 @@ with gr.Blocks() as demo:
         with gr.Accordion("Patience:", open=False):
             gr.Markdown("""
-            Patience helps prevent model errors by highlighting only errors detected in consecutive frames.
-            - **Three**: Utilizes 3 consecutive frames for error detection.
             - **Two**: Utilizes 2 consecutive frames for error detection.
-            Both options can be used interchangeably.
-            """)
     with gr.Row():
         gr_button = gr.Button("Run Pose Comparison")
@@ -99,7 +132,6 @@ with gr.Blocks() as demo:
     with gr.Row():
         gr.HTML("<div style='height: 100px;'></div>")
     with gr.Row():
         output_merged = gr.Video(show_download_button=True)
@@ -107,8 +139,6 @@ with gr.Blocks() as demo:
         general_log = gr.TextArea(lines=10, label="Error log", scale=3)
         text_log=gr.File(label="Download logs and settings", scale=1)
     gr_button.click(
         fn=video_identity,
         inputs=[dtw_mean, dtw_filter, angles_sensitive, angles_common, angles_insensitive, trigger_state, input_teacher, input_student],

             with gr.Row(variant='compact'):
                 dtw_mean = gr.Slider(
+                    value=0.4,
                     minimum=0,
                     maximum=1.0,
                     step=0.05,
+                    label="Winsorized Mean"
                 )
                 dtw_filter = gr.Slider(
+                    value=13,
                     minimum=1,
                     maximum=20,
                     step=1,
                 )
                 angles_common = gr.Number(
+                    value=30,
                     minimum=0,
                     maximum=75,
                     step=1,
                 )
                 angles_insensitive = gr.Number(
+                    value=55,
                     minimum=0,
                     maximum=75,
                     step=1,
             gr.Markdown("#### Patience:")
+            trigger_state = gr.Radio(value="one", choices=["one", "two", "three"], label="Trigger Count")
         input_teacher = gr.Video(show_share_button=False, show_download_button=False, sources=["upload"], label="Teacher's Video")
         input_student = gr.Video(show_share_button=False, show_download_button=False, sources=["upload"], label="Student's Video")
+    with gr.Accordion("Usage:", open=False):
+        with gr.Accordion("Application purpose:", open=False):
+            gr.Markdown("""
+                This application is designed to compare a professional dancer's performance with that of a student, identifying the student's incorrect movements relative to the professional.
+                Key features:
+                1. Accepts two dance videos as input: one of a professional dancer and one of a student.
+                2. Aligns the movements of both dancers, even if they perform at different rhythms.
+                3. Generates a single concatenated video showing the aligned movements of both dancers side-by-side.
+                4. Highlights the student's errors for easy identification.
+                5. Produces a text log of errors with corresponding timestamps.
+                This tool offering a detailed analysis of technique and areas for improvement.
+                """)
+        with gr.Accordion("Video formats:", open=False):
+            gr.Markdown("""
+                For the input video to be playable in the browser, it must have a compatible container and codec combination.
+                Allowed combinations are:
+                - **.mp4** with **H.264** codec
+                - **.ogg** with **Theora** codec
+                - **.webm** with **VP9** codec
+                If the component detects that the output video would not be playable in the browser, it will attempt to convert it to a playable **.mp4** video.
+                The output video format is always **.mp4**, which is playable in the browser. The resolution of the output concatenated video is **2560x720**.
+                """)
+    with gr.Accordion("Settings clarifications:", open=False):
         with gr.Accordion("Dynamic Time Warping:", open=False):
             gr.Markdown("""
             Dynamic Time Warping is an algorithm that performs frame-by-frame alignment for videos with different speeds.
         with gr.Accordion("Patience:", open=False):
             gr.Markdown("""
+            Patience settings help prevent model errors by highlighting only those errors detected in consecutive frames.
+            Options:
+            - **One**: Utilizes 1 consecutive frame for error detection.
             - **Two**: Utilizes 2 consecutive frames for error detection.
+            - **Three**: Utilizes 3 consecutive frames for error detection.
+            Guidelines:
+            - Option **One** is better for fast dances and videos with low frame rates.
+            - Option **Three** is better for slow dances and videos with high frame rates.
+            - Option **Two** provides intermediate performance and can be used for experimentation.
+            The patience setting allows you to balance between sensitivity and accuracy in error detection, depending on the dance style and video quality.
+            """)
     with gr.Row():
         gr_button = gr.Button("Run Pose Comparison")
     with gr.Row():
         gr.HTML("<div style='height: 100px;'></div>")
     with gr.Row():
         output_merged = gr.Video(show_download_button=True)
         general_log = gr.TextArea(lines=10, label="Error log", scale=3)
         text_log=gr.File(label="Download logs and settings", scale=1)
     gr_button.click(
         fn=video_identity,
         inputs=[dtw_mean, dtw_filter, angles_sensitive, angles_common, angles_insensitive, trigger_state, input_teacher, input_student],

config.py CHANGED Viewed

@@ -1,6 +1,5 @@
 CONNECTIONS_VIT_FULL = [
-    # head
-    (0, 2),
     (0, 1),
     (2, 4),
     (1, 3),

 CONNECTIONS_VIT_FULL = [
+    # head
     (0, 1),
     (2, 4),
     (1, 3),

logs/log.py DELETED Viewed

@@ -1,1097 +0,0 @@
-Settings:
-Dynamic Time Warping:
-- Winsorize mean: 0.5
-- Savitzky-Golay Filter: 3
-Thresholds:
-- Sensitive: 15
-- Standart: 25
-- Insensitive: 5
-Patience:
-- trigger count: three
-Error logs:
-Left ring finger position is incorrect on frame 2. Video time: 0:00.06
-Left foot position is incorrect on frame 2. Video time: 0:00.06
-Left middle finger position is incorrect on frame 2. Video time: 0:00.06
-Right foot position is incorrect on frame 2. Video time: 0:00.06
-Right shin position is incorrect on frame 2. Video time: 0:00.06
-Left shin position is incorrect on frame 2. Video time: 0:00.06
-Right pinky finger position is incorrect on frame 2. Video time: 0:00.06
-Left foot position is incorrect on frame 3. Video time: 0:00.10
-Right foot position is incorrect on frame 3. Video time: 0:00.10
-Right shin position is incorrect on frame 3. Video time: 0:00.10
-Left shin position is incorrect on frame 3. Video time: 0:00.10
-Right foot position is incorrect on frame 4. Video time: 0:00.13
-Right shin position is incorrect on frame 4. Video time: 0:00.13
-Left shin position is incorrect on frame 4. Video time: 0:00.13
-Left foot position is incorrect on frame 4. Video time: 0:00.13
-Left shin position is incorrect on frame 5. Video time: 0:00.16
-Left foot position is incorrect on frame 5. Video time: 0:00.16
-Right foot position is incorrect on frame 5. Video time: 0:00.16
-Right shin position is incorrect on frame 5. Video time: 0:00.16
-Left foot position is incorrect on frame 6. Video time: 0:00.20
-Right foot position is incorrect on frame 6. Video time: 0:00.20
-Left middle finger position is incorrect on frame 6. Video time: 0:00.20
-Right shin position is incorrect on frame 6. Video time: 0:00.20
-Left shin position is incorrect on frame 6. Video time: 0:00.20
-Right middle finger position is incorrect on frame 6. Video time: 0:00.20
-Right index finger position is incorrect on frame 7. Video time: 0:00.23
-Right ring finger position is incorrect on frame 7. Video time: 0:00.23
-Left foot position is incorrect on frame 7. Video time: 0:00.23
-Right thumb finger position is incorrect on frame 7. Video time: 0:00.23
-Left pinky finger position is incorrect on frame 7. Video time: 0:00.23
-Left middle finger position is incorrect on frame 7. Video time: 0:00.23
-Right foot position is incorrect on frame 7. Video time: 0:00.23
-Right shin position is incorrect on frame 7. Video time: 0:00.23
-Right middle finger position is incorrect on frame 7. Video time: 0:00.23
-Left shin position is incorrect on frame 7. Video time: 0:00.23
-Right pinky finger position is incorrect on frame 7. Video time: 0:00.23
-Left foot position is incorrect on frame 8. Video time: 0:00.26
-Right thumb finger position is incorrect on frame 8. Video time: 0:00.26
-Left shin position is incorrect on frame 8. Video time: 0:00.26
-Right middle finger position is incorrect on frame 8. Video time: 0:00.26
-Right index finger position is incorrect on frame 8. Video time: 0:00.26
-Right ring finger position is incorrect on frame 8. Video time: 0:00.26
-Right pinky finger position is incorrect on frame 8. Video time: 0:00.26
-Left shin position is incorrect on frame 9. Video time: 0:00.30
-Right pinky finger position is incorrect on frame 9. Video time: 0:00.30
-Right ring finger position is incorrect on frame 9. Video time: 0:00.30
-Left foot position is incorrect on frame 9. Video time: 0:00.30
-Left foot position is incorrect on frame 10. Video time: 0:00.33
-Left shin position is incorrect on frame 10. Video time: 0:00.33
-Left foot position is incorrect on frame 11. Video time: 0:00.36
-Right foot position is incorrect on frame 11. Video time: 0:00.36
-Right shin position is incorrect on frame 11. Video time: 0:00.36
-Left shin position is incorrect on frame 11. Video time: 0:00.36
-Left foot position is incorrect on frame 12. Video time: 0:00.40
-Left thigh position is incorrect on frame 12. Video time: 0:00.40
-Left shin position is incorrect on frame 12. Video time: 0:00.40
-Left foot position is incorrect on frame 13. Video time: 0:00.43
-Right thumb finger position is incorrect on frame 13. Video time: 0:00.43
-Left middle finger position is incorrect on frame 13. Video time: 0:00.43
-Left shin position is incorrect on frame 13. Video time: 0:00.43
-Right pinky finger position is incorrect on frame 13. Video time: 0:00.43
-Right ring finger position is incorrect on frame 13. Video time: 0:00.43
-Left shin position is incorrect on frame 14. Video time: 0:00.46
-Left foot position is incorrect on frame 14. Video time: 0:00.46
-Left foot position is incorrect on frame 15. Video time: 0:00.50
-Right foot position is incorrect on frame 15. Video time: 0:00.50
-Right shin position is incorrect on frame 15. Video time: 0:00.50
-Left shin position is incorrect on frame 15. Video time: 0:00.50
-Left foot position is incorrect on frame 16. Video time: 0:00.53
-Left thigh position is incorrect on frame 16. Video time: 0:00.53
-Left shin position is incorrect on frame 16. Video time: 0:00.53
-Right middle finger position is incorrect on frame 16. Video time: 0:00.53
-Right ring finger position is incorrect on frame 17. Video time: 0:00.56
-Left foot position is incorrect on frame 17. Video time: 0:00.56
-Right thumb finger position is incorrect on frame 17. Video time: 0:00.56
-Left thigh position is incorrect on frame 17. Video time: 0:00.56
-Left middle finger position is incorrect on frame 17. Video time: 0:00.56
-Left shin position is incorrect on frame 17. Video time: 0:00.56
-Left index finger position is incorrect on frame 17. Video time: 0:00.56
-Left middle finger position is incorrect on frame 18. Video time: 0:00.60
-Left index finger position is incorrect on frame 18. Video time: 0:00.60
-Left index finger position is incorrect on frame 19. Video time: 0:00.63
-Left middle finger position is incorrect on frame 19. Video time: 0:00.63
-Left ring finger position is incorrect on frame 20. Video time: 0:00.66
-Left middle finger position is incorrect on frame 20. Video time: 0:00.66
-Left index finger position is incorrect on frame 20. Video time: 0:00.66
-Left ring finger position is incorrect on frame 21. Video time: 0:00.70
-Left pinky finger position is incorrect on frame 21. Video time: 0:00.70
-Left middle finger position is incorrect on frame 21. Video time: 0:00.70
-Left index finger position is incorrect on frame 21. Video time: 0:00.70
-Left foot position is incorrect on frame 22. Video time: 0:00.73
-Right foot position is incorrect on frame 22. Video time: 0:00.73
-Right shin position is incorrect on frame 22. Video time: 0:00.73
-Left shin position is incorrect on frame 22. Video time: 0:00.73
-Right thigh position is incorrect on frame 22. Video time: 0:00.73
-Left thigh position is incorrect on frame 23. Video time: 0:00.76
-Left shin position is incorrect on frame 23. Video time: 0:00.76
-Right middle finger position is incorrect on frame 23. Video time: 0:00.76
-Right index finger position is incorrect on frame 23. Video time: 0:00.76
-Right thigh position is incorrect on frame 23. Video time: 0:00.76
-Left foot position is incorrect on frame 23. Video time: 0:00.76
-Right foot position is incorrect on frame 23. Video time: 0:00.76
-Right shin position is incorrect on frame 23. Video time: 0:00.76
-Right thigh position is incorrect on frame 24. Video time: 0:00.80
-Left foot position is incorrect on frame 24. Video time: 0:00.80
-Right foot position is incorrect on frame 24. Video time: 0:00.80
-Right shin position is incorrect on frame 24. Video time: 0:00.80
-Left shin position is incorrect on frame 24. Video time: 0:00.80
-Right thigh position is incorrect on frame 25. Video time: 0:00.83
-Left foot position is incorrect on frame 25. Video time: 0:00.83
-Right foot position is incorrect on frame 25. Video time: 0:00.83
-Right shin position is incorrect on frame 25. Video time: 0:00.83
-Left shin position is incorrect on frame 25. Video time: 0:00.83
-Right ring finger position is incorrect on frame 26. Video time: 0:00.86
-Left foot position is incorrect on frame 26. Video time: 0:00.86
-Right foot position is incorrect on frame 26. Video time: 0:00.86
-Right shin position is incorrect on frame 26. Video time: 0:00.86
-Left shin position is incorrect on frame 26. Video time: 0:00.86
-Right pinky finger position is incorrect on frame 26. Video time: 0:00.86
-Right foot position is incorrect on frame 27. Video time: 0:00.90
-Left thigh position is incorrect on frame 27. Video time: 0:00.90
-Right shin position is incorrect on frame 27. Video time: 0:00.90
-Left shin position is incorrect on frame 27. Video time: 0:00.90
-Right index finger position is incorrect on frame 27. Video time: 0:00.90
-Right ring finger position is incorrect on frame 27. Video time: 0:00.90
-Right pinky finger position is incorrect on frame 27. Video time: 0:00.90
-Left foot position is incorrect on frame 27. Video time: 0:00.90
-Left shin position is incorrect on frame 28. Video time: 0:00.93
-Right pinky finger position is incorrect on frame 28. Video time: 0:00.93
-Right middle finger position is incorrect on frame 28. Video time: 0:00.93
-Right ring finger position is incorrect on frame 28. Video time: 0:00.93
-Left foot position is incorrect on frame 28. Video time: 0:00.93
-Right foot position is incorrect on frame 28. Video time: 0:00.93
-Right shin position is incorrect on frame 28. Video time: 0:00.93
-Right ring finger position is incorrect on frame 29. Video time: 0:00.96
-Left ring finger position is incorrect on frame 29. Video time: 0:00.96
-Right pinky finger position is incorrect on frame 29. Video time: 0:00.96
-Left foot position is incorrect on frame 29. Video time: 0:00.96
-Left pinky finger position is incorrect on frame 29. Video time: 0:00.96
-Left shin position is incorrect on frame 29. Video time: 0:00.96
-Right middle finger position is incorrect on frame 29. Video time: 0:00.96
-Right ring finger position is incorrect on frame 30. Video time:
-Left ring finger position is incorrect on frame 30. Video time:
-Left foot position is incorrect on frame 30. Video time:
-Left pinky finger position is incorrect on frame 30. Video time:
-Left shin position is incorrect on frame 30. Video time:
-Right pinky finger position is incorrect on frame 30. Video time:
-Right middle finger position is incorrect on frame 30. Video time:
-Left foot position is incorrect on frame 31. Video time: 0:01.03
-Left pinky finger position is incorrect on frame 31. Video time: 0:01.03
-Right middle finger position is incorrect on frame 31. Video time: 0:01.03
-Right index finger position is incorrect on frame 31. Video time: 0:01.03
-Left ring finger position is incorrect on frame 31. Video time: 0:01.03
-Left shin position is incorrect on frame 31. Video time: 0:01.03
-Left index finger position is incorrect on frame 31. Video time: 0:01.03
-Right ring finger position is incorrect on frame 31. Video time: 0:01.03
-Left pinky finger position is incorrect on frame 32. Video time: 0:01.06
-Left middle finger position is incorrect on frame 32. Video time: 0:01.06
-Right shin position is incorrect on frame 32. Video time: 0:01.06
-Left shin position is incorrect on frame 32. Video time: 0:01.06
-Left index finger position is incorrect on frame 32. Video time: 0:01.06
-Right middle finger position is incorrect on frame 32. Video time: 0:01.06
-Left ring finger position is incorrect on frame 32. Video time: 0:01.06
-Left foot position is incorrect on frame 32. Video time: 0:01.06
-Right foot position is incorrect on frame 32. Video time: 0:01.06
-Left shin position is incorrect on frame 33. Video time: 0:01.10
-Left index finger position is incorrect on frame 33. Video time: 0:01.10
-Left ring finger position is incorrect on frame 33. Video time: 0:01.10
-Left foot position is incorrect on frame 33. Video time: 0:01.10
-Left pinky finger position is incorrect on frame 33. Video time: 0:01.10
-Left middle finger position is incorrect on frame 33. Video time: 0:01.10
-Right foot position is incorrect on frame 33. Video time: 0:01.10
-Right shin position is incorrect on frame 33. Video time: 0:01.10
-Right middle finger position is incorrect on frame 33. Video time: 0:01.10
-Left ring finger position is incorrect on frame 34. Video time: 0:01.13
-Left thumb finger position is incorrect on frame 34. Video time: 0:01.13
-Left foot position is incorrect on frame 34. Video time: 0:01.13
-Right foot position is incorrect on frame 34. Video time: 0:01.13
-Left pinky finger position is incorrect on frame 34. Video time: 0:01.13
-Left middle finger position is incorrect on frame 34. Video time: 0:01.13
-Right shin position is incorrect on frame 34. Video time: 0:01.13
-Left shin position is incorrect on frame 34. Video time: 0:01.13
-Left index finger position is incorrect on frame 34. Video time: 0:01.13
-Right middle finger position is incorrect on frame 34. Video time: 0:01.13
-Left foot position is incorrect on frame 35. Video time: 0:01.16
-Right foot position is incorrect on frame 35. Video time: 0:01.16
-Right shin position is incorrect on frame 35. Video time: 0:01.16
-Left shin position is incorrect on frame 35. Video time: 0:01.16
-Right middle finger position is incorrect on frame 35. Video time: 0:01.16
-Left thumb finger position is incorrect on frame 35. Video time: 0:01.16
-Right foot position is incorrect on frame 36. Video time: 0:01.20
-Right shin position is incorrect on frame 36. Video time: 0:01.20
-Right middle finger position is incorrect on frame 36. Video time: 0:01.20
-Left thumb finger position is incorrect on frame 36. Video time: 0:01.20
-Right shin position is incorrect on frame 37. Video time: 0:01.23
-Right middle finger position is incorrect on frame 37. Video time: 0:01.23
-Right foot position is incorrect on frame 37. Video time: 0:01.23
-Right index finger position is incorrect on frame 38. Video time: 0:01.26
-Right foot position is incorrect on frame 38. Video time: 0:01.26
-Right shin position is incorrect on frame 38. Video time: 0:01.26
-Right middle finger position is incorrect on frame 38. Video time: 0:01.26
-Right index finger position is incorrect on frame 39. Video time: 0:01.30
-Left foot position is incorrect on frame 39. Video time: 0:01.30
-Right foot position is incorrect on frame 39. Video time: 0:01.30
-Right shin position is incorrect on frame 39. Video time: 0:01.30
-Left shin position is incorrect on frame 39. Video time: 0:01.30
-Right middle finger position is incorrect on frame 39. Video time: 0:01.30
-Right foot position is incorrect on frame 40. Video time: 0:01.33
-Right shin position is incorrect on frame 40. Video time: 0:01.33
-Right middle finger position is incorrect on frame 40. Video time: 0:01.33
-Right pinky finger position is incorrect on frame 40. Video time: 0:01.33
-Left thumb finger position is incorrect on frame 40. Video time: 0:01.33
-Right index finger position is incorrect on frame 40. Video time: 0:01.33
-Right ring finger position is incorrect on frame 40. Video time: 0:01.33
-Right foot position is incorrect on frame 41. Video time: 0:01.36
-Right shin position is incorrect on frame 41. Video time: 0:01.36
-Right middle finger position is incorrect on frame 41. Video time: 0:01.36
-Right index finger position is incorrect on frame 41. Video time: 0:01.36
-Right ring finger position is incorrect on frame 41. Video time: 0:01.36
-Right pinky finger position is incorrect on frame 41. Video time: 0:01.36
-Left thumb finger position is incorrect on frame 41. Video time: 0:01.36
-Right pinky finger position is incorrect on frame 42. Video time: 0:01.40
-Right middle finger position is incorrect on frame 42. Video time: 0:01.40
-Right index finger position is incorrect on frame 42. Video time: 0:01.40
-Right ring finger position is incorrect on frame 42. Video time: 0:01.40
-Right foot position is incorrect on frame 42. Video time: 0:01.40
-Right shin position is incorrect on frame 42. Video time: 0:01.40
-Right index finger position is incorrect on frame 43. Video time: 0:01.43
-Right pinky finger position is incorrect on frame 43. Video time: 0:01.43
-Right ring finger position is incorrect on frame 43. Video time: 0:01.43
-Right foot position is incorrect on frame 43. Video time: 0:01.43
-Right shin position is incorrect on frame 43. Video time: 0:01.43
-Right middle finger position is incorrect on frame 43. Video time: 0:01.43
-Right index finger position is incorrect on frame 44. Video time: 0:01.46
-Right ring finger position is incorrect on frame 44. Video time: 0:01.46
-Right pinky finger position is incorrect on frame 44. Video time: 0:01.46
-Right middle finger position is incorrect on frame 44. Video time: 0:01.46
-Right middle finger position is incorrect on frame 45. Video time: 0:01.50
-Right index finger position is incorrect on frame 45. Video time: 0:01.50
-Right ring finger position is incorrect on frame 45. Video time: 0:01.50
-Left thigh position is incorrect on frame 46. Video time: 0:01.53
-Left middle finger position is incorrect on frame 46. Video time: 0:01.53
-Left shin position is incorrect on frame 46. Video time: 0:01.53
-Right middle finger position is incorrect on frame 46. Video time: 0:01.53
-Right index finger position is incorrect on frame 46. Video time: 0:01.53
-Right ring finger position is incorrect on frame 46. Video time: 0:01.53
-Left ring finger position is incorrect on frame 46. Video time: 0:01.53
-Left thumb finger position is incorrect on frame 46. Video time: 0:01.53
-Left foot position is incorrect on frame 46. Video time: 0:01.53
-Left shin position is incorrect on frame 47. Video time: 0:01.56
-Left thumb finger position is incorrect on frame 47. Video time: 0:01.56
-Right index finger position is incorrect on frame 47. Video time: 0:01.56
-Right thigh position is incorrect on frame 47. Video time: 0:01.56
-Left ring finger position is incorrect on frame 47. Video time: 0:01.56
-Left foot position is incorrect on frame 47. Video time: 0:01.56
-Left middle finger position is incorrect on frame 47. Video time: 0:01.56
-Right foot position is incorrect on frame 47. Video time: 0:01.56
-Right shin position is incorrect on frame 47. Video time: 0:01.56
-Left thigh position is incorrect on frame 47. Video time: 0:01.56
-Right middle finger position is incorrect on frame 47. Video time: 0:01.56
-Right index finger position is incorrect on frame 48. Video time: 0:01.60
-Left foot position is incorrect on frame 48. Video time: 0:01.60
-Left thigh position is incorrect on frame 48. Video time: 0:01.60
-Right foot position is incorrect on frame 48. Video time: 0:01.60
-Right shin position is incorrect on frame 48. Video time: 0:01.60
-Left shin position is incorrect on frame 48. Video time: 0:01.60
-Right middle finger position is incorrect on frame 48. Video time: 0:01.60
-Left foot position is incorrect on frame 49. Video time: 0:01.63
-Right foot position is incorrect on frame 49. Video time: 0:01.63
-Right shin position is incorrect on frame 49. Video time: 0:01.63
-Left thigh position is incorrect on frame 49. Video time: 0:01.63
-Left shin position is incorrect on frame 49. Video time: 0:01.63
-Right middle finger position is incorrect on frame 49. Video time: 0:01.63
-Right index finger position is incorrect on frame 49. Video time: 0:01.63
-Left thigh position is incorrect on frame 50. Video time: 0:01.66
-Right foot position is incorrect on frame 50. Video time: 0:01.66
-Right shin position is incorrect on frame 50. Video time: 0:01.66
-Left shin position is incorrect on frame 50. Video time: 0:01.66
-Right middle finger position is incorrect on frame 50. Video time: 0:01.66
-Right index finger position is incorrect on frame 50. Video time: 0:01.66
-Right ring finger position is incorrect on frame 50. Video time: 0:01.66
-Left foot position is incorrect on frame 50. Video time: 0:01.66
-Right shin position is incorrect on frame 51. Video time: 0:01.70
-Left shin position is incorrect on frame 51. Video time: 0:01.70
-Right middle finger position is incorrect on frame 51. Video time: 0:01.70
-Right ring finger position is incorrect on frame 51. Video time: 0:01.70
-Left foot position is incorrect on frame 51. Video time: 0:01.70
-Right foot position is incorrect on frame 51. Video time: 0:01.70
-Left thigh position is incorrect on frame 51. Video time: 0:01.70
-Left shin position is incorrect on frame 52. Video time: 0:01.73
-Right ring finger position is incorrect on frame 52. Video time: 0:01.73
-Left foot position is incorrect on frame 52. Video time: 0:01.73
-Right foot position is incorrect on frame 52. Video time: 0:01.73
-Right shin position is incorrect on frame 52. Video time: 0:01.73
-Left thigh position is incorrect on frame 52. Video time: 0:01.73
-Right middle finger position is incorrect on frame 52. Video time: 0:01.73
-Right ring finger position is incorrect on frame 53. Video time: 0:01.76
-Left foot position is incorrect on frame 53. Video time: 0:01.76
-Right foot position is incorrect on frame 53. Video time: 0:01.76
-Left thigh position is incorrect on frame 53. Video time: 0:01.76
-Right shin position is incorrect on frame 53. Video time: 0:01.76
-Left shin position is incorrect on frame 53. Video time: 0:01.76
-Right middle finger position is incorrect on frame 53. Video time: 0:01.76
-Right foot position is incorrect on frame 54. Video time: 0:01.80
-Right shin position is incorrect on frame 54. Video time: 0:01.80
-Left thigh position is incorrect on frame 54. Video time: 0:01.80
-Left shin position is incorrect on frame 54. Video time: 0:01.80
-Left thumb finger position is incorrect on frame 54. Video time: 0:01.80
-Right ring finger position is incorrect on frame 54. Video time: 0:01.80
-Left foot position is incorrect on frame 54. Video time: 0:01.80
-Left thigh position is incorrect on frame 55. Video time: 0:01.83
-Right foot position is incorrect on frame 55. Video time: 0:01.83
-Right shin position is incorrect on frame 55. Video time: 0:01.83
-Left shin position is incorrect on frame 55. Video time: 0:01.83
-Right index finger position is incorrect on frame 55. Video time: 0:01.83
-Right ring finger position is incorrect on frame 55. Video time: 0:01.83
-Left foot position is incorrect on frame 55. Video time: 0:01.83
-Right shin position is incorrect on frame 56. Video time: 0:01.86
-Left shin position is incorrect on frame 56. Video time: 0:01.86
-Right ring finger position is incorrect on frame 56. Video time: 0:01.86
-Left foot position is incorrect on frame 56. Video time: 0:01.86
-Right foot position is incorrect on frame 56. Video time: 0:01.86
-Left thigh position is incorrect on frame 56. Video time: 0:01.86
-Left shin position is incorrect on frame 57. Video time: 0:01.90
-Right ring finger position is incorrect on frame 57. Video time: 0:01.90
-Left foot position is incorrect on frame 57. Video time: 0:01.90
-Right foot position is incorrect on frame 57. Video time: 0:01.90
-Right shin position is incorrect on frame 57. Video time: 0:01.90
-Left thigh position is incorrect on frame 57. Video time: 0:01.90
-Left foot position is incorrect on frame 58. Video time: 0:01.93
-Right foot position is incorrect on frame 58. Video time: 0:01.93
-Right shin position is incorrect on frame 58. Video time: 0:01.93
-Left shin position is incorrect on frame 58. Video time: 0:01.93
-Right ring finger position is incorrect on frame 58. Video time: 0:01.93
-Right foot position is incorrect on frame 59. Video time: 0:01.96
-Right shin position is incorrect on frame 59. Video time: 0:01.96
-Left shin position is incorrect on frame 59. Video time: 0:01.96
-Right ring finger position is incorrect on frame 59. Video time: 0:01.96
-Left foot position is incorrect on frame 59. Video time: 0:01.96
-Right foot position is incorrect on frame 60. Video time:
-Right shin position is incorrect on frame 60. Video time:
-Left shin position is incorrect on frame 60. Video time:
-Right middle finger position is incorrect on frame 60. Video time:
-Right ring finger position is incorrect on frame 60. Video time:
-Left foot position is incorrect on frame 60. Video time:
-Right ring finger position is incorrect on frame 61. Video time: 0:02.03
-Right foot position is incorrect on frame 61. Video time: 0:02.03
-Right shin position is incorrect on frame 61. Video time: 0:02.03
-Right ring finger position is incorrect on frame 62. Video time: 0:02.06
-Right foot position is incorrect on frame 62. Video time: 0:02.06
-Right shin position is incorrect on frame 62. Video time: 0:02.06
-Right foot position is incorrect on frame 63. Video time: 0:02.10
-Right shin position is incorrect on frame 63. Video time: 0:02.10
-Right ring finger position is incorrect on frame 63. Video time: 0:02.10
-Right foot position is incorrect on frame 64. Video time: 0:02.13
-Right shin position is incorrect on frame 64. Video time: 0:02.13
-Right middle finger position is incorrect on frame 64. Video time: 0:02.13
-Left shin position is incorrect on frame 64. Video time: 0:02.13
-Right ring finger position is incorrect on frame 64. Video time: 0:02.13
-Left foot position is incorrect on frame 64. Video time: 0:02.13
-Right shin position is incorrect on frame 65. Video time: 0:02.16
-Left shin position is incorrect on frame 65. Video time: 0:02.16
-Right middle finger position is incorrect on frame 65. Video time: 0:02.16
-Left foot position is incorrect on frame 65. Video time: 0:02.16
-Right foot position is incorrect on frame 65. Video time: 0:02.16
-Left shin position is incorrect on frame 66. Video time: 0:02.20
-Left foot position is incorrect on frame 66. Video time: 0:02.20
-Right foot position is incorrect on frame 66. Video time: 0:02.20
-Right shin position is incorrect on frame 66. Video time: 0:02.20
-Right pinky finger position is incorrect on frame 67. Video time: 0:02.23
-Left foot position is incorrect on frame 67. Video time: 0:02.23
-Right foot position is incorrect on frame 67. Video time: 0:02.23
-Right shin position is incorrect on frame 67. Video time: 0:02.23
-Left shin position is incorrect on frame 67. Video time: 0:02.23
-Right foot position is incorrect on frame 68. Video time: 0:02.26
-Right shin position is incorrect on frame 68. Video time: 0:02.26
-Left shin position is incorrect on frame 68. Video time: 0:02.26
-Right pinky finger position is incorrect on frame 68. Video time: 0:02.26
-Left foot position is incorrect on frame 68. Video time: 0:02.26
-Right foot position is incorrect on frame 69. Video time: 0:02.30
-Right shin position is incorrect on frame 69. Video time: 0:02.30
-Left shin position is incorrect on frame 69. Video time: 0:02.30
-Left foot position is incorrect on frame 69. Video time: 0:02.30
-Right shin position is incorrect on frame 70. Video time: 0:02.33
-Left shin position is incorrect on frame 70. Video time: 0:02.33
-Left foot position is incorrect on frame 70. Video time: 0:02.33
-Right foot position is incorrect on frame 70. Video time: 0:02.33
-Left thigh position is incorrect on frame 70. Video time: 0:02.33
-Left shin position is incorrect on frame 71. Video time: 0:02.36
-Left foot position is incorrect on frame 71. Video time: 0:02.36
-Right foot position is incorrect on frame 71. Video time: 0:02.36
-Right shin position is incorrect on frame 71. Video time: 0:02.36
-Left thigh position is incorrect on frame 71. Video time: 0:02.36
-Right pinky finger position is incorrect on frame 72. Video time: 0:02.40
-Left foot position is incorrect on frame 72. Video time: 0:02.40
-Right foot position is incorrect on frame 72. Video time: 0:02.40
-Right shin position is incorrect on frame 72. Video time: 0:02.40
-Left shin position is incorrect on frame 72. Video time: 0:02.40
-Right foot position is incorrect on frame 73. Video time: 0:02.43
-Right shin position is incorrect on frame 73. Video time: 0:02.43
-Left shin position is incorrect on frame 73. Video time: 0:02.43
-Right pinky finger position is incorrect on frame 73. Video time: 0:02.43
-Left foot position is incorrect on frame 73. Video time: 0:02.43
-Right foot position is incorrect on frame 74. Video time: 0:02.46
-Right shin position is incorrect on frame 74. Video time: 0:02.46
-Left shin position is incorrect on frame 74. Video time: 0:02.46
-Right middle finger position is incorrect on frame 74. Video time: 0:02.46
-Left foot position is incorrect on frame 74. Video time: 0:02.46
-Right shin position is incorrect on frame 75. Video time: 0:02.50
-Left shin position is incorrect on frame 75. Video time: 0:02.50
-Right index finger position is incorrect on frame 75. Video time: 0:02.50
-Left foot position is incorrect on frame 75. Video time: 0:02.50
-Right foot position is incorrect on frame 75. Video time: 0:02.50
-Left shin position is incorrect on frame 76. Video time: 0:02.53
-Left foot position is incorrect on frame 76. Video time: 0:02.53
-Right foot position is incorrect on frame 76. Video time: 0:02.53
-Right shin position is incorrect on frame 76. Video time: 0:02.53
-Right index finger position is incorrect on frame 76. Video time: 0:02.53
-Left foot position is incorrect on frame 77. Video time: 0:02.56
-Right foot position is incorrect on frame 77. Video time: 0:02.56
-Right shin position is incorrect on frame 77. Video time: 0:02.56
-Left shin position is incorrect on frame 77. Video time: 0:02.56
-Left middle finger position is incorrect on frame 78. Video time: 0:02.60
-Right foot position is incorrect on frame 78. Video time: 0:02.60
-Right shin position is incorrect on frame 78. Video time: 0:02.60
-Right pinky finger position is incorrect on frame 78. Video time: 0:02.60
-Right shin position is incorrect on frame 79. Video time: 0:02.63
-Right pinky finger position is incorrect on frame 79. Video time: 0:02.63
-Right foot position is incorrect on frame 79. Video time: 0:02.63
-Left middle finger position is incorrect on frame 79. Video time: 0:02.63
-Left middle finger position is incorrect on frame 80. Video time: 0:02.66
-Right thumb finger position is incorrect on frame 80. Video time: 0:02.66
-Right foot position is incorrect on frame 80. Video time: 0:02.66
-Right shin position is incorrect on frame 80. Video time: 0:02.66
-Left foot position is incorrect on frame 81. Video time: 0:02.70
-Right thumb finger position is incorrect on frame 81. Video time: 0:02.70
-Left pinky finger position is incorrect on frame 81. Video time: 0:02.70
-Left middle finger position is incorrect on frame 81. Video time: 0:02.70
-Right foot position is incorrect on frame 81. Video time: 0:02.70
-Right shin position is incorrect on frame 81. Video time: 0:02.70
-Left shin position is incorrect on frame 81. Video time: 0:02.70
-Left foot position is incorrect on frame 82. Video time: 0:02.73
-Right thumb finger position is incorrect on frame 82. Video time: 0:02.73
-Right foot position is incorrect on frame 82. Video time: 0:02.73
-Left pinky finger position is incorrect on frame 82. Video time: 0:02.73
-Left middle finger position is incorrect on frame 82. Video time: 0:02.73
-Right shin position is incorrect on frame 82. Video time: 0:02.73
-Left shin position is incorrect on frame 82. Video time: 0:02.73
-Left middle finger position is incorrect on frame 83. Video time: 0:02.76
-Left shin position is incorrect on frame 83. Video time: 0:02.76
-Left foot position is incorrect on frame 83. Video time: 0:02.76
-Left pinky finger position is incorrect on frame 83. Video time: 0:02.76
-Left shin position is incorrect on frame 84. Video time: 0:02.80
-Left ring finger position is incorrect on frame 84. Video time: 0:02.80
-Left foot position is incorrect on frame 84. Video time: 0:02.80
-Left pinky finger position is incorrect on frame 84. Video time: 0:02.80
-Left middle finger position is incorrect on frame 84. Video time: 0:02.80
-Left shin position is incorrect on frame 85. Video time: 0:02.83
-Left index finger position is incorrect on frame 85. Video time: 0:02.83
-Left foot position is incorrect on frame 85. Video time: 0:02.83
-Left pinky finger position is incorrect on frame 85. Video time: 0:02.83
-Left middle finger position is incorrect on frame 85. Video time: 0:02.83
-Left foot position is incorrect on frame 86. Video time: 0:02.86
-Left pinky finger position is incorrect on frame 86. Video time: 0:02.86
-Left middle finger position is incorrect on frame 86. Video time: 0:02.86
-Left shin position is incorrect on frame 86. Video time: 0:02.86
-Left index finger position is incorrect on frame 86. Video time: 0:02.86
-Left middle finger position is incorrect on frame 87. Video time: 0:02.90
-Right foot position is incorrect on frame 87. Video time: 0:02.90
-Right shin position is incorrect on frame 87. Video time: 0:02.90
-Left thigh position is incorrect on frame 87. Video time: 0:02.90
-Left shin position is incorrect on frame 87. Video time: 0:02.90
-Left index finger position is incorrect on frame 87. Video time: 0:02.90
-Left foot position is incorrect on frame 87. Video time: 0:02.90
-Left pinky finger position is incorrect on frame 90. Video time:
-Left pinky finger position is incorrect on frame 91. Video time: 0:03.03
-Left middle finger position is incorrect on frame 91. Video time: 0:03.03
-Right middle finger position is incorrect on frame 91. Video time: 0:03.03
-Left middle finger position is incorrect on frame 92. Video time: 0:03.06
-Left pinky finger position is incorrect on frame 92. Video time: 0:03.06
-Left shin position is incorrect on frame 93. Video time: 0:03.10
-Left foot position is incorrect on frame 93. Video time: 0:03.10
-Left middle finger position is incorrect on frame 93. Video time: 0:03.10
-Left shin position is incorrect on frame 94. Video time: 0:03.13
-Left foot position is incorrect on frame 94. Video time: 0:03.13
-Left middle finger position is incorrect on frame 94. Video time: 0:03.13
-Left index finger position is incorrect on frame 95. Video time: 0:03.16
-Left middle finger position is incorrect on frame 95. Video time: 0:03.16
-Right thumb finger position is incorrect on frame 96. Video time: 0:03.20
-Left middle finger position is incorrect on frame 96. Video time: 0:03.20
-Right foot position is incorrect on frame 97. Video time: 0:03.23
-Right shin position is incorrect on frame 97. Video time: 0:03.23
-Right thumb finger position is incorrect on frame 97. Video time: 0:03.23
-Left middle finger position is incorrect on frame 97. Video time: 0:03.23
-Right shin position is incorrect on frame 98. Video time: 0:03.26
-Left shin position is incorrect on frame 98. Video time: 0:03.26
-Left foot position is incorrect on frame 98. Video time: 0:03.26
-Right foot position is incorrect on frame 98. Video time: 0:03.26
-Left shin position is incorrect on frame 99. Video time: 0:03.30
-Left foot position is incorrect on frame 99. Video time: 0:03.30
-Left foot position is incorrect on frame 100. Video time: 0:03.33
-Left shin position is incorrect on frame 100. Video time: 0:03.33
-Left middle finger position is incorrect on frame 101. Video time: 0:03.36
-Left foot position is incorrect on frame 101. Video time: 0:03.36
-Left shin position is incorrect on frame 101. Video time: 0:03.36
-Right ring finger position is incorrect on frame 101. Video time: 0:03.36
-Right foot position is incorrect on frame 102. Video time: 0:03.40
-Right shin position is incorrect on frame 102. Video time: 0:03.40
-Left ring finger position is incorrect on frame 102. Video time: 0:03.40
-Left shin position is incorrect on frame 102. Video time: 0:03.40
-Left index finger position is incorrect on frame 102. Video time: 0:03.40
-Left foot position is incorrect on frame 102. Video time: 0:03.40
-Left pinky finger position is incorrect on frame 102. Video time: 0:03.40
-Left middle finger position is incorrect on frame 102. Video time: 0:03.40
-Left shin position is incorrect on frame 103. Video time: 0:03.43
-Left ring finger position is incorrect on frame 103. Video time: 0:03.43
-Left foot position is incorrect on frame 103. Video time: 0:03.43
-Left pinky finger position is incorrect on frame 103. Video time: 0:03.43
-Left middle finger position is incorrect on frame 103. Video time: 0:03.43
-Left ring finger position is incorrect on frame 104. Video time: 0:03.46
-Left pinky finger position is incorrect on frame 104. Video time: 0:03.46
-Left middle finger position is incorrect on frame 104. Video time: 0:03.46
-Left pinky finger position is incorrect on frame 105. Video time: 0:03.50
-Left middle finger position is incorrect on frame 105. Video time: 0:03.50
-Left ring finger position is incorrect on frame 105. Video time: 0:03.50
-Right foot position is incorrect on frame 106. Video time: 0:03.53
-Right shin position is incorrect on frame 106. Video time: 0:03.53
-Left pinky finger position is incorrect on frame 106. Video time: 0:03.53
-Left index finger position is incorrect on frame 106. Video time: 0:03.53
-Right middle finger position is incorrect on frame 106. Video time: 0:03.53
-Left ring finger position is incorrect on frame 106. Video time: 0:03.53
-Left middle finger position is incorrect on frame 106. Video time: 0:03.53
-Right foot position is incorrect on frame 107. Video time: 0:03.56
-Right shin position is incorrect on frame 107. Video time: 0:03.56
-Left shin position is incorrect on frame 107. Video time: 0:03.56
-Left index finger position is incorrect on frame 107. Video time: 0:03.56
-Left ring finger position is incorrect on frame 107. Video time: 0:03.56
-Left foot position is incorrect on frame 107. Video time: 0:03.56
-Left pinky finger position is incorrect on frame 107. Video time: 0:03.56
-Left middle finger position is incorrect on frame 107. Video time: 0:03.56
-Right shin position is incorrect on frame 108. Video time: 0:03.60
-Left shin position is incorrect on frame 108. Video time: 0:03.60
-Left index finger position is incorrect on frame 108. Video time: 0:03.60
-Left ring finger position is incorrect on frame 108. Video time: 0:03.60
-Left foot position is incorrect on frame 108. Video time: 0:03.60
-Right foot position is incorrect on frame 108. Video time: 0:03.60
-Left pinky finger position is incorrect on frame 108. Video time: 0:03.60
-Left middle finger position is incorrect on frame 108. Video time: 0:03.60
-Right thigh position is incorrect on frame 109. Video time: 0:03.63
-Left foot position is incorrect on frame 109. Video time: 0:03.63
-Left pinky finger position is incorrect on frame 109. Video time: 0:03.63
-Left middle finger position is incorrect on frame 109. Video time: 0:03.63
-Right foot position is incorrect on frame 109. Video time: 0:03.63
-Right shin position is incorrect on frame 109. Video time: 0:03.63
-Left ring finger position is incorrect on frame 109. Video time: 0:03.63
-Left shin position is incorrect on frame 109. Video time: 0:03.63
-Left index finger position is incorrect on frame 109. Video time: 0:03.63
-Left foot position is incorrect on frame 110. Video time: 0:03.66
-Left pinky finger position is incorrect on frame 110. Video time: 0:03.66
-Left middle finger position is incorrect on frame 110. Video time: 0:03.66
-Left shin position is incorrect on frame 110. Video time: 0:03.66
-Left index finger position is incorrect on frame 110. Video time: 0:03.66
-Left ring finger position is incorrect on frame 110. Video time: 0:03.66
-Left shin position is incorrect on frame 111. Video time: 0:03.70
-Left index finger position is incorrect on frame 111. Video time: 0:03.70
-Left thumb finger position is incorrect on frame 111. Video time: 0:03.70
-Left ring finger position is incorrect on frame 111. Video time: 0:03.70
-Left foot position is incorrect on frame 111. Video time: 0:03.70
-Left pinky finger position is incorrect on frame 111. Video time: 0:03.70
-Left middle finger position is incorrect on frame 111. Video time: 0:03.70
-Left shin position is incorrect on frame 112. Video time: 0:03.73
-Left index finger position is incorrect on frame 112. Video time: 0:03.73
-Left ring finger position is incorrect on frame 112. Video time: 0:03.73
-Left thumb finger position is incorrect on frame 112. Video time: 0:03.73
-Left foot position is incorrect on frame 112. Video time: 0:03.73
-Left pinky finger position is incorrect on frame 112. Video time: 0:03.73
-Left middle finger position is incorrect on frame 112. Video time: 0:03.73
-Right pinky finger position is incorrect on frame 113. Video time: 0:03.76
-Right ring finger position is incorrect on frame 113. Video time: 0:03.76
-Left foot position is incorrect on frame 113. Video time: 0:03.76
-Right thumb finger position is incorrect on frame 113. Video time: 0:03.76
-Left shin position is incorrect on frame 113. Video time: 0:03.76
-Right ring finger position is incorrect on frame 114. Video time: 0:03.80
-Left foot position is incorrect on frame 114. Video time: 0:03.80
-Left shin position is incorrect on frame 114. Video time: 0:03.80
-Right pinky finger position is incorrect on frame 114. Video time: 0:03.80
-Right pinky finger position is incorrect on frame 115. Video time: 0:03.83
-Right middle finger position is incorrect on frame 115. Video time: 0:03.83
-Right index finger position is incorrect on frame 115. Video time: 0:03.83
-Right ring finger position is incorrect on frame 115. Video time: 0:03.83
-Right index finger position is incorrect on frame 116. Video time: 0:03.86
-Right shin position is incorrect on frame 117. Video time: 0:03.90
-Right index finger position is incorrect on frame 117. Video time: 0:03.90
-Right foot position is incorrect on frame 117. Video time: 0:03.90
-Left foot position is incorrect on frame 118. Video time: 0:03.93
-Right foot position is incorrect on frame 118. Video time: 0:03.93
-Right shin position is incorrect on frame 118. Video time: 0:03.93
-Left shin position is incorrect on frame 118. Video time: 0:03.93
-Left index finger position is incorrect on frame 118. Video time: 0:03.93
-Left foot position is incorrect on frame 119. Video time: 0:03.96
-Left shin position is incorrect on frame 119. Video time: 0:03.96
-Right middle finger position is incorrect on frame 119. Video time: 0:03.96
-Right ring finger position is incorrect on frame 119. Video time: 0:03.96
-Left shin position is incorrect on frame 120. Video time:
-Right middle finger position is incorrect on frame 120. Video time:
-Right ring finger position is incorrect on frame 120. Video time:
-Left foot position is incorrect on frame 120. Video time:
-Left shin position is incorrect on frame 121. Video time: 0:04.03
-Left foot position is incorrect on frame 121. Video time: 0:04.03
-Left index finger position is incorrect on frame 122. Video time: 0:04.06
-Left ring finger position is incorrect on frame 122. Video time: 0:04.06
-Left foot position is incorrect on frame 122. Video time: 0:04.06
-Left pinky finger position is incorrect on frame 122. Video time: 0:04.06
-Left shin position is incorrect on frame 122. Video time: 0:04.06
-Left foot position is incorrect on frame 123. Video time: 0:04.10
-Left shin position is incorrect on frame 123. Video time: 0:04.10
-Left index finger position is incorrect on frame 123. Video time: 0:04.10
-Left foot position is incorrect on frame 124. Video time: 0:04.13
-Left shin position is incorrect on frame 124. Video time: 0:04.13
-Left index finger position is incorrect on frame 124. Video time: 0:04.13
-Left shin position is incorrect on frame 125. Video time: 0:04.16
-Left index finger position is incorrect on frame 125. Video time: 0:04.16
-Left foot position is incorrect on frame 125. Video time: 0:04.16
-Left shin position is incorrect on frame 126. Video time: 0:04.20
-Left index finger position is incorrect on frame 126. Video time: 0:04.20
-Left ring finger position is incorrect on frame 126. Video time: 0:04.20
-Left middle finger position is incorrect on frame 126. Video time: 0:04.20
-Left foot position is incorrect on frame 126. Video time: 0:04.20
-Left pinky finger position is incorrect on frame 126. Video time: 0:04.20
-Left ring finger position is incorrect on frame 127. Video time: 0:04.23
-Left foot position is incorrect on frame 127. Video time: 0:04.23
-Left pinky finger position is incorrect on frame 127. Video time: 0:04.23
-Left middle finger position is incorrect on frame 127. Video time: 0:04.23
-Left shin position is incorrect on frame 127. Video time: 0:04.23
-Left index finger position is incorrect on frame 127. Video time: 0:04.23
-Right middle finger position is incorrect on frame 127. Video time: 0:04.23
-Left foot position is incorrect on frame 128. Video time: 0:04.26
-Left pinky finger position is incorrect on frame 128. Video time: 0:04.26
-Left middle finger position is incorrect on frame 128. Video time: 0:04.26
-Right foot position is incorrect on frame 128. Video time: 0:04.26
-Right shin position is incorrect on frame 128. Video time: 0:04.26
-Left ring finger position is incorrect on frame 128. Video time: 0:04.26
-Left shin position is incorrect on frame 128. Video time: 0:04.26
-Left index finger position is incorrect on frame 128. Video time: 0:04.26
-Left thumb finger position is incorrect on frame 129. Video time: 0:04.30
-Left foot position is incorrect on frame 129. Video time: 0:04.30
-Right foot position is incorrect on frame 129. Video time: 0:04.30
-Left pinky finger position is incorrect on frame 129. Video time: 0:04.30
-Left middle finger position is incorrect on frame 129. Video time: 0:04.30
-Right shin position is incorrect on frame 129. Video time: 0:04.30
-Left shin position is incorrect on frame 129. Video time: 0:04.30
-Left index finger position is incorrect on frame 129. Video time: 0:04.30
-Left ring finger position is incorrect on frame 129. Video time: 0:04.30
-Right foot position is incorrect on frame 130. Video time: 0:04.33
-Right shin position is incorrect on frame 130. Video time: 0:04.33
-Left shin position is incorrect on frame 130. Video time: 0:04.33
-Left index finger position is incorrect on frame 130. Video time: 0:04.33
-Left ring finger position is incorrect on frame 130. Video time: 0:04.33
-Left foot position is incorrect on frame 130. Video time: 0:04.33
-Left pinky finger position is incorrect on frame 130. Video time: 0:04.33
-Left middle finger position is incorrect on frame 130. Video time: 0:04.33
-Left index finger position is incorrect on frame 131. Video time: 0:04.36
-Left ring finger position is incorrect on frame 131. Video time: 0:04.36
-Left pinky finger position is incorrect on frame 131. Video time: 0:04.36
-Left middle finger position is incorrect on frame 131. Video time: 0:04.36
-Left ring finger position is incorrect on frame 132. Video time: 0:04.40
-Left pinky finger position is incorrect on frame 132. Video time: 0:04.40
-Left thumb finger position is incorrect on frame 133. Video time: 0:04.43
-Left pinky finger position is incorrect on frame 133. Video time: 0:04.43
-Left ring finger position is incorrect on frame 133. Video time: 0:04.43
-Left foot position is incorrect on frame 134. Video time: 0:04.46
-Right foot position is incorrect on frame 134. Video time: 0:04.46
-Left pinky finger position is incorrect on frame 134. Video time: 0:04.46
-Right shin position is incorrect on frame 134. Video time: 0:04.46
-Left shin position is incorrect on frame 134. Video time: 0:04.46
-Left thumb finger position is incorrect on frame 134. Video time: 0:04.46
-Left ring finger position is incorrect on frame 134. Video time: 0:04.46
-Right shin position is incorrect on frame 135. Video time: 0:04.50
-Left shin position is incorrect on frame 135. Video time: 0:04.50
-Left index finger position is incorrect on frame 135. Video time: 0:04.50
-Right thigh position is incorrect on frame 135. Video time: 0:04.50
-Left ring finger position is incorrect on frame 135. Video time: 0:04.50
-Left foot position is incorrect on frame 135. Video time: 0:04.50
-Left pinky finger position is incorrect on frame 135. Video time: 0:04.50
-Left middle finger position is incorrect on frame 135. Video time: 0:04.50
-Right foot position is incorrect on frame 135. Video time: 0:04.50
-Right thigh position is incorrect on frame 136. Video time: 0:04.53
-Left foot position is incorrect on frame 136. Video time: 0:04.53
-Right foot position is incorrect on frame 136. Video time: 0:04.53
-Left pinky finger position is incorrect on frame 136. Video time: 0:04.53
-Left middle finger position is incorrect on frame 136. Video time: 0:04.53
-Right shin position is incorrect on frame 136. Video time: 0:04.53
-Left shin position is incorrect on frame 136. Video time: 0:04.53
-Left index finger position is incorrect on frame 136. Video time: 0:04.53
-Left foot position is incorrect on frame 137. Video time: 0:04.56
-Left middle finger position is incorrect on frame 137. Video time: 0:04.56
-Right foot position is incorrect on frame 137. Video time: 0:04.56
-Right shin position is incorrect on frame 137. Video time: 0:04.56
-Left pinky finger position is incorrect on frame 137. Video time: 0:04.56
-Left shin position is incorrect on frame 137. Video time: 0:04.56
-Left index finger position is incorrect on frame 137. Video time: 0:04.56
-Left foot position is incorrect on frame 138. Video time: 0:04.60
-Left pinky finger position is incorrect on frame 138. Video time: 0:04.60
-Left middle finger position is incorrect on frame 138. Video time: 0:04.60
-Right foot position is incorrect on frame 138. Video time: 0:04.60
-Right shin position is incorrect on frame 138. Video time: 0:04.60
-Left shin position is incorrect on frame 138. Video time: 0:04.60
-Left index finger position is incorrect on frame 138. Video time: 0:04.60
-Right foot position is incorrect on frame 139. Video time: 0:04.63
-Left pinky finger position is incorrect on frame 139. Video time: 0:04.63
-Right shin position is incorrect on frame 139. Video time: 0:04.63
-Left shin position is incorrect on frame 139. Video time: 0:04.63
-Left index finger position is incorrect on frame 139. Video time: 0:04.63
-Right middle finger position is incorrect on frame 139. Video time: 0:04.63
-Right ring finger position is incorrect on frame 139. Video time: 0:04.63
-Left foot position is incorrect on frame 139. Video time: 0:04.63
-Left index finger position is incorrect on frame 140. Video time: 0:04.66
-Left foot position is incorrect on frame 140. Video time: 0:04.66
-Left pinky finger position is incorrect on frame 140. Video time: 0:04.66
-Right foot position is incorrect on frame 140. Video time: 0:04.66
-Right shin position is incorrect on frame 140. Video time: 0:04.66
-Left shin position is incorrect on frame 140. Video time: 0:04.66
-Right thigh position is incorrect on frame 141. Video time: 0:04.70
-Left ring finger position is incorrect on frame 141. Video time: 0:04.70
-Left foot position is incorrect on frame 141. Video time: 0:04.70
-Right foot position is incorrect on frame 141. Video time: 0:04.70
-Left pinky finger position is incorrect on frame 141. Video time: 0:04.70
-Right shin position is incorrect on frame 141. Video time: 0:04.70
-Left shin position is incorrect on frame 141. Video time: 0:04.70
-Left index finger position is incorrect on frame 141. Video time: 0:04.70
-Left ring finger position is incorrect on frame 142. Video time: 0:04.73
-Left foot position is incorrect on frame 142. Video time: 0:04.73
-Left pinky finger position is incorrect on frame 142. Video time: 0:04.73
-Left middle finger position is incorrect on frame 142. Video time: 0:04.73
-Right foot position is incorrect on frame 142. Video time: 0:04.73
-Right shin position is incorrect on frame 142. Video time: 0:04.73
-Left shin position is incorrect on frame 142. Video time: 0:04.73
-Left index finger position is incorrect on frame 142. Video time: 0:04.73
-Left foot position is incorrect on frame 143. Video time: 0:04.76
-Right foot position is incorrect on frame 143. Video time: 0:04.76
-Left pinky finger position is incorrect on frame 143. Video time: 0:04.76
-Left middle finger position is incorrect on frame 143. Video time: 0:04.76
-Right shin position is incorrect on frame 143. Video time: 0:04.76
-Left shin position is incorrect on frame 143. Video time: 0:04.76
-Left index finger position is incorrect on frame 143. Video time: 0:04.76
-Left ring finger position is incorrect on frame 143. Video time: 0:04.76
-Right shin position is incorrect on frame 144. Video time: 0:04.80
-Left pinky finger position is incorrect on frame 144. Video time: 0:04.80
-Left shin position is incorrect on frame 144. Video time: 0:04.80
-Left thumb finger position is incorrect on frame 144. Video time: 0:04.80
-Left ring finger position is incorrect on frame 144. Video time: 0:04.80
-Left foot position is incorrect on frame 144. Video time: 0:04.80
-Left middle finger position is incorrect on frame 144. Video time: 0:04.80
-Right foot position is incorrect on frame 144. Video time: 0:04.80
-Left ring finger position is incorrect on frame 145. Video time: 0:04.83
-Left middle finger position is incorrect on frame 145. Video time: 0:04.83
-Left thumb finger position is incorrect on frame 145. Video time: 0:04.83
-Left foot position is incorrect on frame 145. Video time: 0:04.83
-Left pinky finger position is incorrect on frame 145. Video time: 0:04.83
-Right foot position is incorrect on frame 145. Video time: 0:04.83
-Right shin position is incorrect on frame 145. Video time: 0:04.83
-Left shin position is incorrect on frame 145. Video time: 0:04.83
-Left ring finger position is incorrect on frame 146. Video time: 0:04.86
-Left middle finger position is incorrect on frame 146. Video time: 0:04.86
-Left foot position is incorrect on frame 146. Video time: 0:04.86
-Right foot position is incorrect on frame 146. Video time: 0:04.86
-Left pinky finger position is incorrect on frame 146. Video time: 0:04.86
-Right shin position is incorrect on frame 146. Video time: 0:04.86
-Left shin position is incorrect on frame 146. Video time: 0:04.86
-Right ring finger position is incorrect on frame 147. Video time: 0:04.90
-Left foot position is incorrect on frame 147. Video time: 0:04.90
-Left pinky finger position is incorrect on frame 147. Video time: 0:04.90
-Left middle finger position is incorrect on frame 147. Video time: 0:04.90
-Right foot position is incorrect on frame 147. Video time: 0:04.90
-Right shin position is incorrect on frame 147. Video time: 0:04.90
-Right index finger position is incorrect on frame 147. Video time: 0:04.90
-Left ring finger position is incorrect on frame 147. Video time: 0:04.90
-Left shin position is incorrect on frame 147. Video time: 0:04.90
-Right pinky finger position is incorrect on frame 147. Video time: 0:04.90
-Right foot position is incorrect on frame 148. Video time: 0:04.93
-Left pinky finger position is incorrect on frame 148. Video time: 0:04.93
-Left middle finger position is incorrect on frame 148. Video time: 0:04.93
-Right shin position is incorrect on frame 148. Video time: 0:04.93
-Left shin position is incorrect on frame 148. Video time: 0:04.93
-Left index finger position is incorrect on frame 148. Video time: 0:04.93
-Left foot position is incorrect on frame 148. Video time: 0:04.93
-Left shin position is incorrect on frame 149. Video time: 0:04.96
-Left index finger position is incorrect on frame 149. Video time: 0:04.96
-Left foot position is incorrect on frame 149. Video time: 0:04.96
-Left pinky finger position is incorrect on frame 149. Video time: 0:04.96
-Left middle finger position is incorrect on frame 149. Video time: 0:04.96
-Right foot position is incorrect on frame 149. Video time: 0:04.96
-Right shin position is incorrect on frame 149. Video time: 0:04.96
-Left middle finger position is incorrect on frame 150. Video time:
-Left index finger position is incorrect on frame 150. Video time:
-Right ring finger position is incorrect on frame 151. Video time: 0:05.03
-Left ring finger position is incorrect on frame 151. Video time: 0:05.03
-Left middle finger position is incorrect on frame 151. Video time: 0:05.03
-Right thumb finger position is incorrect on frame 151. Video time: 0:05.03
-Left index finger position is incorrect on frame 151. Video time: 0:05.03
-Right pinky finger position is incorrect on frame 151. Video time: 0:05.03
-Right middle finger position is incorrect on frame 151. Video time: 0:05.03
-Right ring finger position is incorrect on frame 152. Video time: 0:05.06
-Right middle finger position is incorrect on frame 152. Video time: 0:05.06
-Right index finger position is incorrect on frame 152. Video time: 0:05.06
-Right pinky finger position is incorrect on frame 152. Video time: 0:05.06
-Left shin position is incorrect on frame 154. Video time: 0:05.13
-Left foot position is incorrect on frame 154. Video time: 0:05.13
-Left foot position is incorrect on frame 155. Video time: 0:05.16
-Right foot position is incorrect on frame 155. Video time: 0:05.16
-Right shin position is incorrect on frame 155. Video time: 0:05.16
-Left shin position is incorrect on frame 155. Video time: 0:05.16
-Left foot position is incorrect on frame 156. Video time: 0:05.20
-Right foot position is incorrect on frame 156. Video time: 0:05.20
-Right shin position is incorrect on frame 156. Video time: 0:05.20
-Left shin position is incorrect on frame 156. Video time: 0:05.20
-Left middle finger position is incorrect on frame 157. Video time: 0:05.23
-Right foot position is incorrect on frame 157. Video time: 0:05.23
-Right shin position is incorrect on frame 157. Video time: 0:05.23
-Left shin position is incorrect on frame 157. Video time: 0:05.23
-Right middle finger position is incorrect on frame 157. Video time: 0:05.23
-Right index finger position is incorrect on frame 157. Video time: 0:05.23
-Left foot position is incorrect on frame 157. Video time: 0:05.23
-Left shin position is incorrect on frame 158. Video time: 0:05.26
-Right middle finger position is incorrect on frame 158. Video time: 0:05.26
-Left foot position is incorrect on frame 158. Video time: 0:05.26
-Left middle finger position is incorrect on frame 158. Video time: 0:05.26
-Right foot position is incorrect on frame 158. Video time: 0:05.26
-Right shin position is incorrect on frame 158. Video time: 0:05.26
-Right ring finger position is incorrect on frame 159. Video time: 0:05.30
-Left foot position is incorrect on frame 159. Video time: 0:05.30
-Left middle finger position is incorrect on frame 159. Video time: 0:05.30
-Right foot position is incorrect on frame 159. Video time: 0:05.30
-Right shin position is incorrect on frame 159. Video time: 0:05.30
-Left shin position is incorrect on frame 159. Video time: 0:05.30
-Right middle finger position is incorrect on frame 159. Video time: 0:05.30
-Right ring finger position is incorrect on frame 160. Video time: 0:05.33
-Left foot position is incorrect on frame 160. Video time: 0:05.33
-Left middle finger position is incorrect on frame 160. Video time: 0:05.33
-Left shin position is incorrect on frame 160. Video time: 0:05.33
-Right middle finger position is incorrect on frame 160. Video time: 0:05.33
-Right ring finger position is incorrect on frame 161. Video time: 0:05.36
-Left foot position is incorrect on frame 161. Video time: 0:05.36
-Right middle finger position is incorrect on frame 161. Video time: 0:05.36
-Left shin position is incorrect on frame 161. Video time: 0:05.36
-Right pinky finger position is incorrect on frame 161. Video time: 0:05.36
-Left shin position is incorrect on frame 162. Video time: 0:05.40
-Right middle finger position is incorrect on frame 162. Video time: 0:05.40
-Right index finger position is incorrect on frame 162. Video time: 0:05.40
-Right ring finger position is incorrect on frame 162. Video time: 0:05.40
-Right pinky finger position is incorrect on frame 162. Video time: 0:05.40
-Left foot position is incorrect on frame 162. Video time: 0:05.40
-Left shin position is incorrect on frame 163. Video time: 0:05.43
-Right middle finger position is incorrect on frame 163. Video time: 0:05.43
-Right index finger position is incorrect on frame 163. Video time: 0:05.43
-Right ring finger position is incorrect on frame 163. Video time: 0:05.43
-Left foot position is incorrect on frame 163. Video time: 0:05.43
-Right index finger position is incorrect on frame 164. Video time: 0:05.46
-Right ring finger position is incorrect on frame 164. Video time: 0:05.46
-Left foot position is incorrect on frame 164. Video time: 0:05.46
-Right thumb finger position is incorrect on frame 164. Video time: 0:05.46
-Left shin position is incorrect on frame 164. Video time: 0:05.46
-Right middle finger position is incorrect on frame 164. Video time: 0:05.46
-Right index finger position is incorrect on frame 165. Video time: 0:05.50
-Right ring finger position is incorrect on frame 165. Video time: 0:05.50
-Left foot position is incorrect on frame 165. Video time: 0:05.50
-Right foot position is incorrect on frame 165. Video time: 0:05.50
-Right shin position is incorrect on frame 165. Video time: 0:05.50
-Left shin position is incorrect on frame 165. Video time: 0:05.50
-Right middle finger position is incorrect on frame 165. Video time: 0:05.50
-Right index finger position is incorrect on frame 166. Video time: 0:05.53
-Left shin position is incorrect on frame 166. Video time: 0:05.53
-Left foot position is incorrect on frame 166. Video time: 0:05.53
-Left shin position is incorrect on frame 167. Video time: 0:05.56
-Left foot position is incorrect on frame 167. Video time: 0:05.56
-Left shin position is incorrect on frame 168. Video time: 0:05.60
-Left foot position is incorrect on frame 168. Video time: 0:05.60
-Left foot position is incorrect on frame 169. Video time: 0:05.63
-Left shin position is incorrect on frame 169. Video time: 0:05.63
-Left foot position is incorrect on frame 170. Video time: 0:05.66
-Right thumb finger position is incorrect on frame 170. Video time: 0:05.66
-Right foot position is incorrect on frame 170. Video time: 0:05.66
-Right shin position is incorrect on frame 170. Video time: 0:05.66
-Left shin position is incorrect on frame 170. Video time: 0:05.66
-Left middle finger position is incorrect on frame 171. Video time: 0:05.70
-Right foot position is incorrect on frame 171. Video time: 0:05.70
-Right shin position is incorrect on frame 171. Video time: 0:05.70
-Left index finger position is incorrect on frame 171. Video time: 0:05.70
-Right index finger position is incorrect on frame 171. Video time: 0:05.70
-Right pinky finger position is incorrect on frame 171. Video time: 0:05.70
-Right ring finger position is incorrect on frame 171. Video time: 0:05.70
-Right shin position is incorrect on frame 172. Video time: 0:05.73
-Right pinky finger position is incorrect on frame 172. Video time: 0:05.73
-Right middle finger position is incorrect on frame 172. Video time: 0:05.73
-Right index finger position is incorrect on frame 172. Video time: 0:05.73
-Right ring finger position is incorrect on frame 172. Video time: 0:05.73
-Right foot position is incorrect on frame 172. Video time: 0:05.73
-Right foot position is incorrect on frame 173. Video time: 0:05.76
-Right shin position is incorrect on frame 173. Video time: 0:05.76
-Left foot position is incorrect on frame 174. Video time: 0:05.80
-Right foot position is incorrect on frame 174. Video time: 0:05.80
-Right shin position is incorrect on frame 174. Video time: 0:05.80
-Left shin position is incorrect on frame 174. Video time: 0:05.80
-Left pinky finger position is incorrect on frame 175. Video time: 0:05.83
-Left middle finger position is incorrect on frame 175. Video time: 0:05.83
-Right foot position is incorrect on frame 175. Video time: 0:05.83
-Right shin position is incorrect on frame 175. Video time: 0:05.83
-Left shin position is incorrect on frame 175. Video time: 0:05.83
-Left foot position is incorrect on frame 175. Video time: 0:05.83
-Left middle finger position is incorrect on frame 176. Video time: 0:05.86
-Right foot position is incorrect on frame 176. Video time: 0:05.86
-Right shin position is incorrect on frame 176. Video time: 0:05.86
-Right foot position is incorrect on frame 177. Video time: 0:05.90
-Right shin position is incorrect on frame 177. Video time: 0:05.90
-Right thigh position is incorrect on frame 178. Video time: 0:05.93
-Right foot position is incorrect on frame 178. Video time: 0:05.93
-Right shin position is incorrect on frame 178. Video time: 0:05.93
-Right thigh position is incorrect on frame 179. Video time: 0:05.96
-Left foot position is incorrect on frame 179. Video time: 0:05.96
-Right foot position is incorrect on frame 179. Video time: 0:05.96
-Right shin position is incorrect on frame 179. Video time: 0:05.96
-Left shin position is incorrect on frame 179. Video time: 0:05.96
-Right foot position is incorrect on frame 180. Video time:
-Right shin position is incorrect on frame 180. Video time:
-Left shin position is incorrect on frame 180. Video time:
-Right thigh position is incorrect on frame 180. Video time:
-Left foot position is incorrect on frame 180. Video time:
-Right thumb finger position is incorrect on frame 180. Video time:
-Right shin position is incorrect on frame 181. Video time: 0:06.03
-Right thigh position is incorrect on frame 181. Video time: 0:06.03
-Right thumb finger position is incorrect on frame 181. Video time: 0:06.03
-Right foot position is incorrect on frame 181. Video time: 0:06.03
-Right index finger position is incorrect on frame 182. Video time: 0:06.06
-Right ring finger position is incorrect on frame 182. Video time: 0:06.06
-Right thigh position is incorrect on frame 182. Video time: 0:06.06
-Right foot position is incorrect on frame 182. Video time: 0:06.06
-Right shin position is incorrect on frame 182. Video time: 0:06.06
-Right thumb finger position is incorrect on frame 182. Video time: 0:06.06
-Right middle finger position is incorrect on frame 182. Video time: 0:06.06
-Right index finger position is incorrect on frame 183. Video time: 0:06.10
-Right ring finger position is incorrect on frame 183. Video time: 0:06.10
-Right thigh position is incorrect on frame 183. Video time: 0:06.10
-Right middle finger position is incorrect on frame 183. Video time: 0:06.10
-Right thumb finger position is incorrect on frame 183. Video time: 0:06.10
-Right foot position is incorrect on frame 183. Video time: 0:06.10
-Right shin position is incorrect on frame 183. Video time: 0:06.10
-Right thumb finger position is incorrect on frame 184. Video time: 0:06.13
-Right foot position is incorrect on frame 184. Video time: 0:06.13
-Right shin position is incorrect on frame 184. Video time: 0:06.13
-Right pinky finger position is incorrect on frame 184. Video time: 0:06.13
-Right middle finger position is incorrect on frame 184. Video time: 0:06.13
-Right index finger position is incorrect on frame 184. Video time: 0:06.13
-Right ring finger position is incorrect on frame 184. Video time: 0:06.13
-Right foot position is incorrect on frame 185. Video time: 0:06.16
-Right shin position is incorrect on frame 185. Video time: 0:06.16
-Right index finger position is incorrect on frame 185. Video time: 0:06.16
-Right pinky finger position is incorrect on frame 185. Video time: 0:06.16
-Right ring finger position is incorrect on frame 185. Video time: 0:06.16
-Right thumb finger position is incorrect on frame 185. Video time: 0:06.16
-Right shin position is incorrect on frame 186. Video time: 0:06.20
-Right pinky finger position is incorrect on frame 186. Video time: 0:06.20
-Right ring finger position is incorrect on frame 186. Video time: 0:06.20
-Right thumb finger position is incorrect on frame 186. Video time: 0:06.20
-Right foot position is incorrect on frame 186. Video time: 0:06.20
-Right ring finger position is incorrect on frame 187. Video time: 0:06.23
-Right thumb finger position is incorrect on frame 187. Video time: 0:06.23
-Right ring finger position is incorrect on frame 188. Video time: 0:06.26
-Right middle finger position is incorrect on frame 188. Video time: 0:06.26
-Right middle finger position is incorrect on frame 189. Video time: 0:06.30
-Right ring finger position is incorrect on frame 189. Video time: 0:06.30
-Right foot position is incorrect on frame 190. Video time: 0:06.33
-Right shin position is incorrect on frame 190. Video time: 0:06.33
-Right middle finger position is incorrect on frame 190. Video time: 0:06.33
-Right ring finger position is incorrect on frame 190. Video time: 0:06.33
-Right shin position is incorrect on frame 191. Video time: 0:06.36
-Right middle finger position is incorrect on frame 191. Video time: 0:06.36
-Right ring finger position is incorrect on frame 191. Video time: 0:06.36
-Right thumb finger position is incorrect on frame 191. Video time: 0:06.36
-Right foot position is incorrect on frame 191. Video time: 0:06.36
-Right pinky finger position is incorrect on frame 192. Video time: 0:06.40
-Right ring finger position is incorrect on frame 192. Video time: 0:06.40
-Right thumb finger position is incorrect on frame 192. Video time: 0:06.40
-Right foot position is incorrect on frame 192. Video time: 0:06.40
-Right shin position is incorrect on frame 192. Video time: 0:06.40
-Right middle finger position is incorrect on frame 192. Video time: 0:06.40
-Right foot position is incorrect on frame 193. Video time: 0:06.43
-Right shin position is incorrect on frame 193. Video time: 0:06.43
-Right foot position is incorrect on frame 194. Video time: 0:06.46
-Right shin position is incorrect on frame 194. Video time: 0:06.46
-Right thigh position is incorrect on frame 194. Video time: 0:06.46
-Right foot position is incorrect on frame 195. Video time: 0:06.50
-Right shin position is incorrect on frame 195. Video time: 0:06.50
-Right foot position is incorrect on frame 196. Video time: 0:06.53
-Right shin position is incorrect on frame 196. Video time: 0:06.53
-Right foot position is incorrect on frame 197. Video time: 0:06.56
-Right shin position is incorrect on frame 197. Video time: 0:06.56
-Right foot position is incorrect on frame 198. Video time: 0:06.60
-Right shin position is incorrect on frame 198. Video time: 0:06.60
-Right middle finger position is incorrect on frame 198. Video time: 0:06.60
-Right foot position is incorrect on frame 199. Video time: 0:06.63
-Right shin position is incorrect on frame 199. Video time: 0:06.63
-Right shin position is incorrect on frame 200. Video time: 0:06.66
-Right foot position is incorrect on frame 200. Video time: 0:06.66
-Right foot position is incorrect on frame 201. Video time: 0:06.70
-Right shin position is incorrect on frame 201. Video time: 0:06.70
-Right pinky finger position is incorrect on frame 202. Video time: 0:06.73
-Right thumb finger position is incorrect on frame 202. Video time: 0:06.73
-Right foot position is incorrect on frame 202. Video time: 0:06.73
-Right shin position is incorrect on frame 202. Video time: 0:06.73
-Right ring finger position is incorrect on frame 202. Video time: 0:06.73
-Right thumb finger position is incorrect on frame 203. Video time: 0:06.76
-Right foot position is incorrect on frame 203. Video time: 0:06.76
-Right shin position is incorrect on frame 203. Video time: 0:06.76
-Right pinky finger position is incorrect on frame 203. Video time: 0:06.76
-Right index finger position is incorrect on frame 203. Video time: 0:06.76
-Right ring finger position is incorrect on frame 203. Video time: 0:06.76
-Right foot position is incorrect on frame 204. Video time: 0:06.80
-Right shin position is incorrect on frame 204. Video time: 0:06.80
-Right index finger position is incorrect on frame 204. Video time: 0:06.80
-Right thigh position is incorrect on frame 204. Video time: 0:06.80
-Right pinky finger position is incorrect on frame 204. Video time: 0:06.80
-Right middle finger position is incorrect on frame 204. Video time: 0:06.80
-Right ring finger position is incorrect on frame 204. Video time: 0:06.80
-Right shin position is incorrect on frame 205. Video time: 0:06.83
-Right pinky finger position is incorrect on frame 205. Video time: 0:06.83
-Right index finger position is incorrect on frame 205. Video time: 0:06.83
-Right ring finger position is incorrect on frame 205. Video time: 0:06.83
-Right thigh position is incorrect on frame 205. Video time: 0:06.83
-Right middle finger position is incorrect on frame 205. Video time: 0:06.83
-Right foot position is incorrect on frame 205. Video time: 0:06.83
-Left pinky finger position is incorrect on frame 205. Video time: 0:06.83
-Left middle finger position is incorrect on frame 205. Video time: 0:06.83
-Right pinky finger position is incorrect on frame 206. Video time: 0:06.86
-Right index finger position is incorrect on frame 206. Video time: 0:06.86
-Right ring finger position is incorrect on frame 206. Video time: 0:06.86
-Right foot position is incorrect on frame 206. Video time: 0:06.86
-Right shin position is incorrect on frame 206. Video time: 0:06.86
-Right middle finger position is incorrect on frame 206. Video time: 0:06.86
-Right foot position is incorrect on frame 207. Video time: 0:06.90
-Right shin position is incorrect on frame 207. Video time: 0:06.90
-Right foot position is incorrect on frame 208. Video time: 0:06.93
-Right shin position is incorrect on frame 208. Video time: 0:06.93
-Left thigh position is incorrect on frame 208. Video time: 0:06.93
-Left shin position is incorrect on frame 208. Video time: 0:06.93
-Left foot position is incorrect on frame 208. Video time: 0:06.93
-Right foot position is incorrect on frame 209. Video time: 0:06.96
-Right shin position is incorrect on frame 209. Video time: 0:06.96
-Right thigh position is incorrect on frame 209. Video time: 0:06.96
-Right shin position is incorrect on frame 210. Video time:
-Right middle finger position is incorrect on frame 210. Video time:
-Right thigh position is incorrect on frame 210. Video time:
-Right foot position is incorrect on frame 210. Video time:
-Right thumb finger position is incorrect on frame 211. Video time: 0:07.03
-Right foot position is incorrect on frame 211. Video time: 0:07.03
-Right shin position is incorrect on frame 211. Video time: 0:07.03
-Right middle finger position is incorrect on frame 211. Video time: 0:07.03
-Right index finger position is incorrect on frame 211. Video time: 0:07.03
-Right thigh position is incorrect on frame 211. Video time: 0:07.03
-Right thumb finger position is incorrect on frame 212. Video time: 0:07.06
-Right foot position is incorrect on frame 212. Video time: 0:07.06
-Right shin position is incorrect on frame 212. Video time: 0:07.06
-Right middle finger position is incorrect on frame 212. Video time: 0:07.06
-Right index finger position is incorrect on frame 212. Video time: 0:07.06
-Right thigh position is incorrect on frame 212. Video time: 0:07.06
-Right thumb finger position is incorrect on frame 213. Video time: 0:07.10
-Right foot position is incorrect on frame 213. Video time: 0:07.10
-Right shin position is incorrect on frame 213. Video time: 0:07.10
-Right middle finger position is incorrect on frame 213. Video time: 0:07.10
-Right thigh position is incorrect on frame 213. Video time: 0:07.10
-Right index finger position is incorrect on frame 213. Video time: 0:07.10
-Right shin position is incorrect on frame 214. Video time: 0:07.13
-Right middle finger position is incorrect on frame 214. Video time: 0:07.13
-Right index finger position is incorrect on frame 214. Video time: 0:07.13
-Right thigh position is incorrect on frame 214. Video time: 0:07.13
-Right thumb finger position is incorrect on frame 214. Video time: 0:07.13
-Right foot position is incorrect on frame 214. Video time: 0:07.13
-Right thigh position is incorrect on frame 215. Video time: 0:07.16
-Right foot position is incorrect on frame 215. Video time: 0:07.16
-Right shin position is incorrect on frame 215. Video time: 0:07.16

main_func.py CHANGED Viewed

@@ -1,12 +1,17 @@
 from utils import (
     predict_keypoints_vitpose,
     get_edge_groups,
     get_series,
     z_score_normalization,
     modify_student_frame,
-    modify_student_frame_2,
     get_video_frames,
-    check_and_download_models
 )
 from config import (
@@ -17,17 +22,21 @@ from config import (
     get_thresholds
 )
-from dtaidistance import dtw
-import numpy as np
-from scipy.signal import savgol_filter
-from scipy.stats import mstats
-import datetime
-from datetime import timedelta
-import cv2
-def video_identity(dtw_mean, dtw_filter, angles_sensitive, angles_common, angles_insensitive, trigger_state, video_teacher, video_student):
     check_and_download_models()
     detection_result_teacher = predict_keypoints_vitpose(
@@ -44,6 +53,10 @@ def video_identity(dtw_mean, dtw_filter, angles_sensitive, angles_common, angles
         detector_path="models/yolov8s.pt"
     )
     detection_result_teacher_angles = get_series(detection_result_teacher[:, :,:-1], EDGE_GROUPS_FOR_ERRORS).T
     detection_result_student_angles = get_series(detection_result_student[:, :,:-1], EDGE_GROUPS_FOR_ERRORS).T
@@ -55,61 +68,35 @@ def video_identity(dtw_mean, dtw_filter, angles_sensitive, angles_common, angles
     serieses_teacher = z_score_normalization(serieses_teacher)
     serieses_student = z_score_normalization(serieses_student)
-    list_of_paths = []
-    for idx in range(len(serieses_teacher)):
-        series_teacher = np.array(serieses_teacher[idx])
-        series_student  = np.array(serieses_student[idx])
-        _ , paths = dtw.warping_paths(series_teacher, series_student, window=50)
-        path = dtw.best_path(paths)
-        list_of_paths.append(path)
-    all_dtw_tupples = []
-    for path in list_of_paths:
-        all_dtw_tupples.extend(path)
-    mean_path = []
-    for student_frame in range(len(serieses_student[0])):
-        frame_from_teacher = []
-        for frame_teacher in all_dtw_tupples:
-            if frame_teacher[1] == student_frame:
-                frame_from_teacher.append(frame_teacher[0])
-        mean_path.append((int(mstats.winsorize(np.array(frame_from_teacher), limits=[dtw_mean, dtw_mean]).mean()), student_frame))
-    path_array = np.array(mean_path)
-    smoothed_data = savgol_filter(path_array, window_length=dtw_filter, polyorder=0, axis=0)
-    path_array = np.array(smoothed_data).astype(int)
-    video_teacher_loaded = get_video_frames(video_teacher)
-    video_student_loaded = get_video_frames(video_student)
-    alignments = np.unique(path_array, axis=0)
-    threshouds_for_errors = get_thresholds(angles_sensitive, angles_common, angles_insensitive)
 # ======================================================================================
     trigger_1 = []
     trigger_2 = []
     save_teacher_frames = []
     save_student_frames = []
     all_text_summaries = []
     for idx, alignment in enumerate(alignments):
         frame_student_out, frame_teacher_out, trigger_1, trigger_2, text_info_summary = modify_student_frame(
             detection_result_student=detection_result_student,
             detection_result_teacher_angles=detection_result_teacher_angles,
             detection_result_student_angles=detection_result_student_angles,
             video_teacher=video_teacher_loaded,
             video_student=video_student_loaded,
             alignment_frames=alignment,
             edge_groups=EDGE_GROUPS_FOR_ERRORS,
             connections=CONNECTIONS_FOR_ERROR,
             thresholds=threshouds_for_errors,
@@ -121,83 +108,27 @@ def video_identity(dtw_mean, dtw_filter, angles_sensitive, angles_common, angles
         save_teacher_frames.append(frame_teacher_out)
         save_student_frames.append(frame_student_out)
-        text_info_summary = [(log, idx) for log in text_info_summary]
-        all_text_summaries.extend(text_info_summary)
-    save_teacher_frames = np.array(save_teacher_frames)
-    save_student_frames = np.array(save_student_frames)
-    save_teacher_frames_resized = np.array([cv2.resize(frame, (1280, 720)) for frame in save_teacher_frames])
-    save_student_frames_resized = np.array([cv2.resize(frame, (1280, 720)) for frame in save_student_frames])
-    # print(f"video shape: {save_student_frames.shape}")
-    print(f"shape s: {save_student_frames.shape}")
-    print(f"shape t: {save_teacher_frames.shape}")
-    concat_video = []
-    # print(alignments)
-    concat_video = np.concatenate((save_teacher_frames_resized, save_student_frames_resized), axis=2)
-    concat_video = np.array(concat_video)
-    current_time = datetime.datetime.now()
-    timestamp_str = current_time.strftime("%Y_%m-%d_%H_%M_%S")
-    video_path = f"videos/pose_{timestamp_str}.mp4"
-    out = cv2.VideoWriter(video_path, cv2.VideoWriter_fourcc(*'mp4v'), 30, (1280*2, 720))
-    for frame in concat_video:
-        out.write(frame)
-    out.release()
-    all_text_summaries_clean = list(set(all_text_summaries))
-    all_text_summaries_clean.sort(key=lambda x: x[1])
-    general_summary = []
-    for log in all_text_summaries_clean:
-        comment, frame = log
-        total_seconds = frame / 30
-        general_summary.append(f"{comment} on frame {frame}. Video time: {str(timedelta(seconds=total_seconds))[3:-4]}")
-    general_summary = "\n".join(general_summary)
-    log_path = f"logs/log_{timestamp_str}.txt"
-    content = f"""
-Settings:
-Dynamic Time Warping:
-- Winsorize mean: {dtw_mean}
-- Savitzky-Golay Filter: {dtw_filter}
-Thresholds:
-- Sensitive: {angles_sensitive}
-- Standart: {angles_common}
-- Insensitive: {angles_insensitive}
-Patience:
-- trigger count: {trigger_state}
-Error logs:
-{general_summary}
-"""
-    with open(log_path, "w") as file:
-        file.write(content)
-    return video_path, general_summary, log_path

+import datetime
 from utils import (
     predict_keypoints_vitpose,
     get_edge_groups,
     get_series,
     z_score_normalization,
     modify_student_frame,
     get_video_frames,
+    check_and_download_models,
+    get_dtw_mean_path,
+    generate_output_video,
+    generate_log,
+    write_log,
 )
 from config import (
     get_thresholds
 )
+def video_identity(
+        dtw_mean,
+        dtw_filter,
+        angles_sensitive,
+        angles_common,
+        angles_insensitive,
+        trigger_state,
+        video_teacher,
+        video_student
+):
+# ======================================================================================
+# This part is responsible for keypoints detection on two videos.
+# ======================================================================================
     check_and_download_models()
     detection_result_teacher = predict_keypoints_vitpose(
         detector_path="models/yolov8s.pt"
     )
+# ======================================================================================
+# Here we perform transformations of keypoints to angles between keypoints and normalize them.
+# ======================================================================================
     detection_result_teacher_angles = get_series(detection_result_teacher[:, :,:-1], EDGE_GROUPS_FOR_ERRORS).T
     detection_result_student_angles = get_series(detection_result_student[:, :,:-1], EDGE_GROUPS_FOR_ERRORS).T
     serieses_teacher = z_score_normalization(serieses_teacher)
     serieses_student = z_score_normalization(serieses_student)
+# ======================================================================================
+# Finding of frame to frame mean alignment with DTW algorithm.
+# ======================================================================================
+    alignments = get_dtw_mean_path(serieses_teacher, serieses_student, dtw_mean, dtw_filter)
 # ======================================================================================
+# Adding visual marks on student's video, speed alignment and error log generation.
+# ======================================================================================
     trigger_1 = []
     trigger_2 = []
     save_teacher_frames = []
     save_student_frames = []
     all_text_summaries = []
+    video_teacher_loaded = get_video_frames(video_teacher)
+    video_student_loaded = get_video_frames(video_student)
+    threshouds_for_errors = get_thresholds(angles_sensitive, angles_common, angles_insensitive)
     for idx, alignment in enumerate(alignments):
         frame_student_out, frame_teacher_out, trigger_1, trigger_2, text_info_summary = modify_student_frame(
             detection_result_student=detection_result_student,
             detection_result_teacher_angles=detection_result_teacher_angles,
             detection_result_student_angles=detection_result_student_angles,
             video_teacher=video_teacher_loaded,
             video_student=video_student_loaded,
             alignment_frames=alignment,
             edge_groups=EDGE_GROUPS_FOR_ERRORS,
             connections=CONNECTIONS_FOR_ERROR,
             thresholds=threshouds_for_errors,
         save_teacher_frames.append(frame_teacher_out)
         save_student_frames.append(frame_student_out)
+        all_text_summaries.extend([(log, idx) for log in text_info_summary])
+# ======================================================================================
+# create files for downloading and displaying.
+# ======================================================================================
+    timestamp_str = datetime.datetime.now().strftime("%Y_%m-%d_%H_%M_%S")
+    video_path = generate_output_video(save_teacher_frames, save_student_frames, timestamp_str)
+    general_summary = generate_log(all_text_summaries)
+    log_path = write_log(
+        timestamp_str,
+        dtw_mean,
+        dtw_filter,
+        angles_sensitive,
+        angles_common,
+        angles_insensitive,
+        trigger_state,
+        general_summary
+    )
+    return video_path, general_summary, log_path

utils.py CHANGED Viewed

@@ -6,7 +6,9 @@ from easy_ViTPose.inference import VitInference
 import os
 import requests
 from pathlib import Path
 def predict_keypoints_vitpose(
         video_path,
@@ -33,9 +35,10 @@ def predict_keypoints_vitpose(
     while True:
         ret, frame = cap.read()
         if not ret:
-            print("End")
             break
         frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
         frame_keypoints = model.inference(frame)
@@ -67,7 +70,6 @@ def get_edge_groups(connections):
     all_pairs = []
     for i in range(len(connections)):
         pairs = []
         init_con = connections[i]
         for k in range(len(connections)):
             if k == i:
@@ -95,10 +97,8 @@ def get_edge_groups(connections):
                 clean_pairs.append(points_for_edge)
         all_point_for_edges.extend(clean_pairs)
     unique_set = set()
     unique_list = []
     for sublist in all_point_for_edges:
         sublist_tuple = tuple(sublist)
         if sublist_tuple not in unique_set:
@@ -111,45 +111,28 @@ def get_edge_groups(connections):
 def calculate_angle(A, B, C):
-    """
-    Calculate the angle at point B formed by the line segments AB and BC,
-    and the minimum length of these segments.
-    Parameters:
-    A Numpy array: Coordinates of point A (e.g., [x1, y1, z1]).
-    B Numpy array: Coordinates of point B (e.g., [x2, y2, z2]).
-    C Numpy array: Coordinates of point C (e.g., [x3, y3, z3]).
-    Returns:
-    tuple: A tuple containing:
-        - angle (float): The angle at point B in degrees.
-        - minimum (float): The minimum length of the segments AB and BC.
-    """
     A = np.round(np.array(A), decimals=3)
     B = np.round(np.array(B), decimals=3)
     C = np.round(np.array(C), decimals=3)
-    # Create vectors BA and BC
     BA = A - B
     BC = C - B
-    # Compute the cosine of the angle using the dot product and magnitudes of BA and BC
-    cosine_angle = np.dot(BA, BC) / ((np.linalg.norm(BA) * np.linalg.norm(BC))+ 0.00001)
     cosine_angle = np.clip(cosine_angle, -1, 1)
-    # Calculate the angle in radians and then convert to degrees
     angle = np.arccos(cosine_angle)
     if np.isnan(angle):
-                print(f"Invalid angle calculation.\n{A} \n{B} \n{C}")
-    # Find the minimum length of the segments BA and BC
     minimum = np.min(np.array((np.linalg.norm(BA), np.linalg.norm(BC))))
-    # Return the angle in degrees and the minimum segment length
     return np.degrees(angle), minimum
 def compute_all_angels(keypoints, edge_groups):
     all_angles = []
     for group in edge_groups:
@@ -164,10 +147,10 @@ def compute_all_angels(keypoints, edge_groups):
 def xy2phi(points_result, connections):
-    edge_groups = get_edge_groups(connections)
     new_array = np.zeros((points_result.shape[0], len(edge_groups), 1))
     for idx, frame in enumerate(points_result):
         all_angels = compute_all_angels(keypoints=frame, edge_groups=edge_groups)[:, 0]
         new_array[idx, :, :] = all_angels.reshape((len(edge_groups), 1))
@@ -178,16 +161,14 @@ def xy2phi(points_result, connections):
 def get_series(point_list, edge_groups):
     list_of_series = []
     for edge_group in edge_groups:
         keypoint_1, keypoint_2, keypoint_3 = edge_group
         relevant_point_list = point_list[:, (keypoint_1, keypoint_2, keypoint_3), :]
         series = []
         for frame in relevant_point_list:
             angle, _ = calculate_angle(frame[0, :], frame[1, :], frame[2, :])
             series.append(angle)
         list_of_series.append(series)
@@ -195,14 +176,14 @@ def get_series(point_list, edge_groups):
 def plot_serieses(series_1, series_2):
     plt.figure(dpi=150, figsize=(12, 5))
-    plt.plot(series_1, label='Video #1: normal speed. 30 fps', lw=1)
-    plt.plot(series_2, label='Video #2: slowed(2X) / Croped. 30 fps', lw=1)
     plt.axis("on")
     plt.grid(True)
-    # plt.title("x-coordinate of the left elbow (keypoint 13) for two identical videos with different speeds but the same FPS")
     plt.xlabel("frames")
-    plt.ylabel("mean of 72 angles")
     plt.legend()
@@ -215,70 +196,45 @@ def z_score_normalization(serieses, axis_for_znorm=1):
     return serieses_normalized
-def modify_student_frame_2(
-    detection_result_student,
-    detection_result_teacher_angles,
-    detection_result_student_angles,
-    video_teacher,
-    video_student,
-    alignment_frames,
-    edge_groups,
-    connections,
-    thresholds,
-    previously_trigered,
-    previously_trigered_2,
-    triger_state
-):
-    frame_copy = video_student[alignment_frames[1]]
-    frame_teacher_copy = video_teacher[alignment_frames[0]]
-    frame_errors = np.abs(detection_result_teacher_angles[alignment_frames[0]] - detection_result_student_angles[alignment_frames[1]])
-    edge_groups_as_keys = [tuple(group) for group in edge_groups]
-    edge_groups2errors = dict(zip(edge_groups_as_keys, frame_errors))
-    edge_groups2thresholds = dict(zip(edge_groups_as_keys, thresholds))
-    edge_groups_relevant = [tuple(edge_group[1:]) for edge_group in edge_groups]
-    trigered_connections = []
-    trigered_connections2 = []
-    for connection in connections:
-        edges_for_given_connection = [edge for edge in edge_groups2errors if connection[0] in edge or connection[1] in edge]
-        for edge in edges_for_given_connection:
-            if edge_groups2errors[edge] > edge_groups2thresholds[edge]:
-                if all(detection_result_student[alignment_frames[1], keypoint, -1] >= 0.7 for keypoint in edge):
-                    if (connection[0], connection[1]) in edge_groups_relevant or (connection[1], connection[0]) in edge_groups_relevant:
-                        point1 = detection_result_student[alignment_frames[1], connection[0], :2].astype(int)
-                        point2 = detection_result_student[alignment_frames[1], connection[1], :2].astype(int)
-                        point1, point2 = point1[::-1], point2[::-1]
-                        if triger_state == "three":
-                            trigered_connections.append((connection[0], connection[1]))
-                            if (connection[0], connection[1]) in previously_trigered:
-                                trigered_connections2.append((connection[0], connection[1]))
-                                if (connection[0], connection[1]) in previously_trigered_2:
-                                    cv2.line(frame_copy, tuple(point1), tuple(point2), (0, 0, 255), 5)
-                        elif triger_state == "two":
-                            trigered_connections.append((connection[0], connection[1]))
-                            if (connection[0], connection[1]) in previously_trigered:
-                                cv2.line(frame_copy, tuple(point1), tuple(point2), (0, 0, 255), 5)
-    return frame_copy, frame_teacher_copy, list(set(trigered_connections)), list(set(trigered_connections2))
 def modify_student_frame(
     detection_result_student,
     detection_result_teacher_angles,
     detection_result_student_angles,
     video_teacher,
     video_student,
     alignment_frames,
     edge_groups,
     connections,
     thresholds,
@@ -290,31 +246,21 @@ def modify_student_frame(
     frame_copy = video_student[alignment_frames[1]]
     frame_teacher_copy = video_teacher[alignment_frames[0]]
     frame_errors = np.abs(detection_result_teacher_angles[alignment_frames[0]] - detection_result_student_angles[alignment_frames[1]])
     edge_groups_as_keys = [tuple(group) for group in edge_groups]
     edge_groups2errors = dict(zip(edge_groups_as_keys, frame_errors))
     edge_groups2thresholds = dict(zip(edge_groups_as_keys, thresholds))
     edge_groups_relevant = [edge_group[1:] for edge_group in edge_groups]
     text_info = []
     trigered_connections = []
     trigered_connections2 = []
     for connection in connections:
-        # check every edge, that contain atleast one keypoint from connection
         edges_for_given_connection = [edge for edge in edge_groups2errors if connection[0] in edge or connection[1] in edge]
         for edge in edges_for_given_connection:
-            # check if error in edge are grather then threshold for this edge
             check_threshold = edge_groups2errors[edge] > edge_groups2thresholds[edge]
             check_certain = True
             for keypoint in edge:
@@ -324,11 +270,8 @@ def modify_student_frame(
             relevant_plane = [connection[0], connection[1]] in edge_groups_relevant or [connection[1], connection[0]] in edge_groups_relevant
             if check_threshold and check_certain and relevant_plane:
                 point1 = detection_result_student[:, :, :-1][alignment_frames[1]][connection[0]]
                 point2 = detection_result_student[:, :, :-1][alignment_frames[1]][connection[1]]
@@ -338,7 +281,24 @@ def modify_student_frame(
                 point1 = [point1[1],  point1[0]]
                 point2 = [ point2[1],  point2[0]]
-                # print(f"trigger stats: {triger_state}")
                 if triger_state == "three":
@@ -354,17 +314,6 @@ def modify_student_frame(
                             if (connection[0], connection[1]) in text_dictionary:
                                 text_info.append(text_dictionary[(connection[0], connection[1])])
-                if triger_state == "two":
-                    trigered_connections.append((connection[0], connection[1]))
-                    if (connection[0], connection[1]) in previously_trigered:
-                        _ = cv2.line(frame_copy, point1, point2, (0, 0, 255), 10)
-                        if (connection[0], connection[1]) in text_dictionary:
-                            text_info.append(text_dictionary[(connection[0], connection[1])])
     return frame_copy, frame_teacher_copy, list(set(trigered_connections)), list(set(trigered_connections2)), text_info
@@ -375,10 +324,9 @@ def get_video_frames(video_path):
     while True:
         ret, frame = cap.read()
         if not ret:
-            print("End")
             break
-        # frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
         video.append(frame)
     return np.array(video)
@@ -391,25 +339,129 @@ def download_file(url, save_path):
         for chunk in response.iter_content(chunk_size=8192):
             file.write(chunk)
 def check_and_download_models():
-    vit_model_url = "https://huggingface.co/JunkyByte/easy_ViTPose/resolve/main/torch/wholebody/vitpose-b-wholebody.pth?download=true"
     yolo_model_url = "https://huggingface.co/JunkyByte/easy_ViTPose/resolve/main/yolov8/yolov8s.pt?download=true"
-    vit_model_path = "models/vitpose-b-wholebody.pth"
     yolo_model_path = "models/yolov8s.pt"
-    Path(os.path.dirname(vit_model_path)).mkdir(parents=True, exist_ok=True)
     Path(os.path.dirname(yolo_model_path)).mkdir(parents=True, exist_ok=True)
-    if not os.path.exists(vit_model_path):
-        print("Downloading ViT model...")
-        download_file(vit_model_url, vit_model_path)
     if not os.path.exists(yolo_model_path):
         print("Downloading YOLO model...")
-        download_file(yolo_model_url, yolo_model_path)

 import os
 import requests
 from pathlib import Path
+from datetime import timedelta
+from scipy.signal import savgol_filter
+from scipy.stats import mstats
 def predict_keypoints_vitpose(
         video_path,
     while True:
         ret, frame = cap.read()
         if not ret:
+            print(f"Keypoints were extracted from {video_path}")
             break
+        frame = cv2.resize(frame, (1280, 720))
         frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
         frame_keypoints = model.inference(frame)
     all_pairs = []
     for i in range(len(connections)):
         pairs = []
         init_con = connections[i]
         for k in range(len(connections)):
             if k == i:
                 clean_pairs.append(points_for_edge)
         all_point_for_edges.extend(clean_pairs)
     unique_set = set()
     unique_list = []
     for sublist in all_point_for_edges:
         sublist_tuple = tuple(sublist)
         if sublist_tuple not in unique_set:
 def calculate_angle(A, B, C):
     A = np.round(np.array(A), decimals=3)
     B = np.round(np.array(B), decimals=3)
     C = np.round(np.array(C), decimals=3)
     BA = A - B
     BC = C - B
+    cosine_angle = np.dot(BA, BC) / ((np.linalg.norm(BA) * np.linalg.norm(BC)))
     cosine_angle = np.clip(cosine_angle, -1, 1)
     angle = np.arccos(cosine_angle)
     if np.isnan(angle):
+        print(f"Invalid angle calculation.\n{A} \n{B} \n{C}")
     minimum = np.min(np.array((np.linalg.norm(BA), np.linalg.norm(BC))))
     return np.degrees(angle), minimum
 def compute_all_angels(keypoints, edge_groups):
     all_angles = []
     for group in edge_groups:
 def xy2phi(points_result, connections):
+    edge_groups = get_edge_groups(connections)
     new_array = np.zeros((points_result.shape[0], len(edge_groups), 1))
     for idx, frame in enumerate(points_result):
         all_angels = compute_all_angels(keypoints=frame, edge_groups=edge_groups)[:, 0]
         new_array[idx, :, :] = all_angels.reshape((len(edge_groups), 1))
 def get_series(point_list, edge_groups):
     list_of_series = []
     for edge_group in edge_groups:
         keypoint_1, keypoint_2, keypoint_3 = edge_group
         relevant_point_list = point_list[:, (keypoint_1, keypoint_2, keypoint_3), :]
         series = []
         for frame in relevant_point_list:
             angle, _ = calculate_angle(frame[0, :], frame[1, :], frame[2, :])
             series.append(angle)
         list_of_series.append(series)
 def plot_serieses(series_1, series_2):
     plt.figure(dpi=150, figsize=(12, 5))
+    plt.plot(series_1, label='Video #1', lw=1)
+    plt.plot(series_2, label='Video #2', lw=1)
     plt.axis("on")
     plt.grid(True)
     plt.xlabel("frames")
+    plt.ylabel("angles")
     plt.legend()
     return serieses_normalized
+def get_dtw_mean_path(serieses_teacher, serieses_student, dtw_mean, dtw_filter):
+    list_of_paths = []
+    for idx in range(len(serieses_teacher)):
+        series_teacher = np.array(serieses_teacher[idx])
+        series_student  = np.array(serieses_student[idx])
+        _ , paths = dtw.warping_paths(series_teacher, series_student, window=50)
+        path = dtw.best_path(paths)
+        list_of_paths.append(path)
+    all_dtw_tupples = []
+    for path in list_of_paths:
+        all_dtw_tupples.extend(path)
+    mean_path = []
+    for student_frame in range(len(serieses_student[0])):
+        frame_from_teacher = []
+        for frame_teacher in all_dtw_tupples:
+            if frame_teacher[1] == student_frame:
+                frame_from_teacher.append(frame_teacher[0])
+        mean_path.append((int(mstats.winsorize(np.array(frame_from_teacher), limits=[dtw_mean, dtw_mean]).mean()), student_frame))
+    path_array = np.array(mean_path)
+    smoothed_data = savgol_filter(path_array, window_length=dtw_filter, polyorder=0, axis=0)
+    path_array = np.array(smoothed_data).astype(int)
+    alignments = np.unique(path_array, axis=0) # TODO check if this correct
+    return alignments
 def modify_student_frame(
     detection_result_student,
     detection_result_teacher_angles,
     detection_result_student_angles,
     video_teacher,
     video_student,
     alignment_frames,
     edge_groups,
     connections,
     thresholds,
     frame_copy = video_student[alignment_frames[1]]
     frame_teacher_copy = video_teacher[alignment_frames[0]]
     frame_errors = np.abs(detection_result_teacher_angles[alignment_frames[0]] - detection_result_student_angles[alignment_frames[1]])
     edge_groups_as_keys = [tuple(group) for group in edge_groups]
     edge_groups2errors = dict(zip(edge_groups_as_keys, frame_errors))
     edge_groups2thresholds = dict(zip(edge_groups_as_keys, thresholds))
     edge_groups_relevant = [edge_group[1:] for edge_group in edge_groups]
     text_info = []
     trigered_connections = []
     trigered_connections2 = []
     for connection in connections:
         edges_for_given_connection = [edge for edge in edge_groups2errors if connection[0] in edge or connection[1] in edge]
         for edge in edges_for_given_connection:
             check_threshold = edge_groups2errors[edge] > edge_groups2thresholds[edge]
             check_certain = True
             for keypoint in edge:
             relevant_plane = [connection[0], connection[1]] in edge_groups_relevant or [connection[1], connection[0]] in edge_groups_relevant
             if check_threshold and check_certain and relevant_plane:
                 point1 = detection_result_student[:, :, :-1][alignment_frames[1]][connection[0]]
                 point2 = detection_result_student[:, :, :-1][alignment_frames[1]][connection[1]]
                 point1 = [point1[1],  point1[0]]
                 point2 = [ point2[1],  point2[0]]
+                if triger_state == "one":
+                    _ = cv2.line(frame_copy, point1, point2, (0, 0, 255), 10)
+                    if (connection[0], connection[1]) in text_dictionary:
+                        text_info.append(text_dictionary[(connection[0], connection[1])])
+                if triger_state == "two":
+                    trigered_connections.append((connection[0], connection[1]))
+                    if (connection[0], connection[1]) in previously_trigered:
+                        _ = cv2.line(frame_copy, point1, point2, (0, 0, 255), 10)
+                        if (connection[0], connection[1]) in text_dictionary:
+                            text_info.append(text_dictionary[(connection[0], connection[1])])
                 if triger_state == "three":
                             if (connection[0], connection[1]) in text_dictionary:
                                 text_info.append(text_dictionary[(connection[0], connection[1])])
     return frame_copy, frame_teacher_copy, list(set(trigered_connections)), list(set(trigered_connections2)), text_info
     while True:
         ret, frame = cap.read()
         if not ret:
+            print(f"Video {video_path} was loaded")
             break
+        frame = cv2.resize(frame, (1280, 720))
         video.append(frame)
     return np.array(video)
         for chunk in response.iter_content(chunk_size=8192):
             file.write(chunk)
 def check_and_download_models():
+    # vit_model_s_url = "https://huggingface.co/JunkyByte/easy_ViTPose/resolve/main/torch/wholebody/vitpose-s-wholebody.pth?download=true"
+    vit_model_b_url = "https://huggingface.co/JunkyByte/easy_ViTPose/resolve/main/torch/wholebody/vitpose-b-wholebody.pth?download=true"
+    # vit_model_l_url = "https://huggingface.co/JunkyByte/easy_ViTPose/resolve/main/torch/wholebody/vitpose-l-wholebody.pth?download=true"
     yolo_model_url = "https://huggingface.co/JunkyByte/easy_ViTPose/resolve/main/yolov8/yolov8s.pt?download=true"
+    # vit_model_s_path = "models/vitpose-s-wholebody.pth"
+    vit_model_b_path = "models/vitpose-b-wholebody.pth"
+    # vit_model_l_path = "models/vitpose-l-wholebody.pth"
     yolo_model_path = "models/yolov8s.pt"
+    # Path(os.path.dirname(vit_model_s_path)).mkdir(parents=True, exist_ok=True)
+    Path(os.path.dirname(vit_model_b_path)).mkdir(parents=True, exist_ok=True)
+    # Path(os.path.dirname(vit_model_l_path)).mkdir(parents=True, exist_ok=True)
     Path(os.path.dirname(yolo_model_path)).mkdir(parents=True, exist_ok=True)
+    # if not os.path.exists(vit_model_s_path):
+    #     print("Downloading ViT-Pose-s model...")
+    #     download_file(vit_model_s_url, vit_model_s_path)
+    #     print("ViT-Pose-s model was downloaded.")
+    if not os.path.exists(vit_model_b_path):
+        print("Downloading ViT-Pose-b model...")
+        download_file(vit_model_b_url, vit_model_b_path)
+        print("ViT-Pose-b model was downloaded.")
+    # if not os.path.exists(vit_model_l_path):
+    #     print("Downloading ViT-Pose-l model...")
+    #     download_file(vit_model_l_url, vit_model_l_path)
+    #     print("ViT-Pose-l model was downloaded.")
     if not os.path.exists(yolo_model_path):
         print("Downloading YOLO model...")
+        download_file(yolo_model_url, yolo_model_path)
+        print("YOLO model was downloaded.")
+def generate_output_video(teacher_frames, student_frames, timestamp_str):
+    teacher_frames = np.array(teacher_frames)
+    student_frames = np.array(student_frames)
+    teacher_frames_resized = np.array([cv2.resize(frame, (1280, 720)) for frame in teacher_frames])
+    student_frames_resized = np.array([cv2.resize(frame, (1280, 720)) for frame in student_frames])
+    concat_video = np.concatenate((teacher_frames_resized, student_frames_resized), axis=2)
+    concat_video = np.array(concat_video)
+    root_dir = "videos"
+    if not os.path.exists(root_dir):
+        os.makedirs(root_dir)
+    video_path = f"{root_dir}/pose_{timestamp_str}.mp4"
+    out = cv2.VideoWriter(video_path, cv2.VideoWriter_fourcc(*'mp4v'), 30, (1280 * 2, 720))
+    for frame in concat_video:
+        out.write(frame)
+    out.release()
+    return video_path
+def generate_log(all_text_summaries):
+    all_text_summaries_clean = list(set(all_text_summaries))
+    all_text_summaries_clean.sort(key=lambda x: x[1])
+    general_summary = []
+    for log in all_text_summaries_clean:
+        comment, frame = log
+        total_seconds = frame / 30
+        general_summary.append(f"{comment}. Video time: {str(timedelta(seconds=total_seconds))[3:-4]}")
+    general_summary = "\n".join(general_summary)
+    return general_summary
+def write_log(
+    timestamp_str,
+    dtw_mean,
+    dtw_filter,
+    angles_sensitive,
+    angles_common,
+    angles_insensitive,
+    trigger_state,
+    general_summary
+):
+    logs_dir = "logs"
+    if not os.path.exists(logs_dir):
+        os.makedirs(logs_dir)
+    log_path = f"{logs_dir}/log_{timestamp_str}.txt"
+    content = f"""
+Settings:
+Dynamic Time Warping:
+- Winsorize mean: {dtw_mean}
+- Savitzky-Golay Filter: {dtw_filter}
+Thresholds:
+- Sensitive: {angles_sensitive}
+- Standart: {angles_common}
+- Insensitive: {angles_insensitive}
+Patience:
+- trigger count: {trigger_state}
+Error logs:
+{general_summary}
+"""
+    with open(log_path, "w") as file:
+        file.write(content)
+    print(f"log {log_path} was created.")
+    return log_path