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https://github.com/rockenzo/ml-object-detection-project
Detect football players in videos using YOLOv5 for training and YOLOv8 for inference. The dataset is sourced from Roboflow and includes 663 annotated images. The project involves pre-processing, augmentation, and model training for accurate player detection.
https://github.com/rockenzo/ml-object-detection-project
computer-vision jupyter-notebook object-detection python roboflow-dataset soccer-analytics transfer-learning yolov5
Last synced: 23 days ago
JSON representation
Detect football players in videos using YOLOv5 for training and YOLOv8 for inference. The dataset is sourced from Roboflow and includes 663 annotated images. The project involves pre-processing, augmentation, and model training for accurate player detection.
- Host: GitHub
- URL: https://github.com/rockenzo/ml-object-detection-project
- Owner: RockENZO
- Created: 2024-07-24T00:40:23.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2024-09-19T04:28:30.000Z (5 months ago)
- Last Synced: 2024-11-15T00:09:15.580Z (3 months ago)
- Topics: computer-vision, jupyter-notebook, object-detection, python, roboflow-dataset, soccer-analytics, transfer-learning, yolov5
- Language: Jupyter Notebook
- Homepage:
- Size: 268 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md