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mv-final-assignment
Leon-Kuo/mv-final-assignment
mv-final-assignment is a machine learning model from Leon-Kuo. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model implements a pose-based heuristic for counting push-ups in short videos.
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Public
Updated Jan 7, 2026
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At a glance
- Access
- Public
- Created
- Jan 7, 2026
- Updated
- Jan 7, 2026
- SHA
- b7778133
Model card
From the Hugging Face model README
Machine Vision Assignment II – Push-up Counter
This model implements a pose-based heuristic for counting push-ups in short videos.
Method
- YOLOv8 pose estimation
- Torso vertical motion extraction
- Adaptive smoothing and hysteresis-based peak counting
Notes
This repository stores the model configuration. The full inference logic is provided in the accompanying notebook.
- Created
- Jan 7, 2026
- Updated
- Jan 7, 2026