| # YOLOv5 requirements | |
| # Usage: pip install -r requirements.txt | |
| # Base ------------------------------------------------------------------------ | |
| gitpython>=3.1.30 | |
| matplotlib>=3.3 | |
| numpy>=1.23.5 | |
| opencv-python>=4.1.1 | |
| Pillow>=9.4.0 | |
| psutil # system resources | |
| PyYAML>=5.3.1 | |
| requests>=2.23.0 | |
| scipy>=1.4.1 | |
| thop>=0.1.1 # FLOPs computation | |
| torch>=1.8.0 # see https://pytorch.org/get-started/locally (recommended) | |
| torchvision>=0.9.0 | |
| tqdm>=4.64.0 | |
| ultralytics>=8.0.232 | |
| # protobuf<=3.20.1 # https://github.com/ultralytics/yolov5/issues/8012 | |
| # Logging --------------------------------------------------------------------- | |
| # tensorboard>=2.4.1 | |
| # clearml>=1.2.0 | |
| # comet | |
| # Plotting -------------------------------------------------------------------- | |
| pandas>=1.1.4 | |
| seaborn>=0.11.0 | |
| # Export ---------------------------------------------------------------------- | |
| # coremltools>=6.0 # CoreML export | |
| # onnx>=1.10.0 # ONNX export | |
| # onnx-simplifier>=0.4.1 # ONNX simplifier | |
| # nvidia-pyindex # TensorRT export | |
| # nvidia-tensorrt # TensorRT export | |
| # scikit-learn<=1.1.2 # CoreML quantization | |
| # tensorflow>=2.4.0,<=2.13.1 # TF exports (-cpu, -aarch64, -macos) | |
| # tensorflowjs>=3.9.0 # TF.js export | |
| # openvino-dev>=2023.0 # OpenVINO export | |
| # Deploy ---------------------------------------------------------------------- | |
| setuptools>=65.5.1 # Snyk vulnerability fix | |
| # tritonclient[all]~=2.24.0 | |
| # Extras ---------------------------------------------------------------------- | |
| # ipython # interactive notebook | |
| # mss # screenshots | |
| # albumentations>=1.0.3 | |
| # pycocotools>=2.0.6 # COCO mAP | |