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koushen
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|---|---|---|
| .forgejo/workflows | ||
| app | ||
| models | ||
| wlasl_data_lake | ||
| wlasl_warehouse | ||
| .gitignore | ||
| 3_Feature_Extraction.ipynb | ||
| 3_Feature_Extraction2.ipynb | ||
| 4_Model_Training.ipynb | ||
| Dockerfile | ||
| h.md | ||
| mediapipe_debug.mp4 | ||
| output_fixed.mp4 | ||
| Phase1.ipynb | ||
| phase2.2.ipynb | ||
| Phase2.ipynb | ||
| README.md | ||
| wlasl_class_list.txt | ||
| wlasl_model.h5 | ||
| WLASL_v0.3.json | ||
Create virtual environment
python3 -m venv venv
Activate it
source venv/bin/activate
Install required libraries
pip install pandas matplotlib pyspark jupyter
pip install opencv-python
pip uninstall -y numpy matplotlib mediapipe opencv-python pip install "numpy<2" "opencv-python<4.10" matplotlib mediapipe
pip install tensorflow scikit-learn
pip uninstall -y tensorflow mediapipe protobuf pip install tensorflow pip install mediapipe --no-deps pip install matplotlib opencv-python sounddevice
convert video
sudo apt install ffmpeg ffmpeg -i mediapipe_debug.mp4 -vcodec libx264 -acodec aac output_fixed.mp4