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| #Visual Pollution Detection Requirements | |
| # Usage: pip install -r requirements.txt | |
| # Base ---------------------------------------- | |
| matplotlib>=3.2.2 | |
| numpy>=1.18.5 | |
| opencv-python>=4.1.1 | |
| Pillow>=7.1.2 | |
| PyYAML>=5.3.1 | |
| requests>=2.23.0 | |
| scipy>=1.4.1 | |
| torch>=1.7.0,!=1.12.0 | |
| torchvision>=0.8.1,!=0.13.0 | |
| tqdm>=4.41.0 | |
| protobuf<4.21.3 | |
| # Plotting ------------------------------------ | |
| pandas>=1.1.4 | |
| seaborn>=0.11.0 | |
| # Extras -------------------------------------- | |
| ipython # interactive notebook | |
| psutil # system utilization | |
| thop # FLOPs computation |