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ultralytics 8.0.224 Counting and Heatmaps updates (#6855)

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Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: Muhammad Rizwan Munawar <chr043416@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Glenn Jocher 2023-12-08 02:34:32 +01:00 • committed by GitHub
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15 changed files with 225 additions and 145 deletions
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9
docs/en/guides/workouts-monitoring.md
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@ -23,7 +23,6 @@ Monitoring workouts through pose estimation with [Ultralytics YOLOv8](https://gi
| ![PushUps Counting](https://github.com/RizwanMunawar/ultralytics/assets/62513924/cf016a41-589f-420f-8a8c-2cc8174a16de) | ![PullUps Counting](https://github.com/RizwanMunawar/ultralytics/assets/62513924/cb20f316-fac2-4330-8445-dcf5ffebe329) |
| PushUps Counting | PullUps Counting |
!!! Example "Workouts Monitoring Example"
=== "Workouts Monitoring"
@ -34,9 +33,7 @@ Monitoring workouts through pose estimation with [Ultralytics YOLOv8](https://gi
model = YOLO("yolov8n-pose.pt")
cap = cv2.VideoCapture("path/to/video/file.mp4")
if not cap.isOpened():
print("Error reading video file")
exit(0)
assert cap.isOpened(), "Error reading video file"
gym_object = ai_gym.AIGym() # init AI GYM module
gym_object.set_args(line_thickness=2,
@ -62,9 +59,7 @@ Monitoring workouts through pose estimation with [Ultralytics YOLOv8](https://gi
model = YOLO("yolov8n-pose.pt")
cap = cv2.VideoCapture("path/to/video/file.mp4")
if not cap.isOpened():
print("Error reading video file")
exit(0)
assert cap.isOpened(), "Error reading video file"
video_writer = cv2.VideoWriter("workouts.avi",
cv2.VideoWriter_fourcc(*'mp4v'),