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: 5 months ago
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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 (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-09-19T04:28:30.000Z (almost 2 years ago)
- Last Synced: 2025-10-17T00:04:25.735Z (9 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: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md