| # Ultralytics requirements | |
| # Usage: pip install -r requirements.txt | |
| # Base ---------------------------------------- | |
| matplotlib>=3.2.2 | |
| numpy>=1.21.6 | |
| opencv-python>=4.6.0 | |
| Pillow>=7.1.2 | |
| PyYAML>=5.3.1 | |
| requests>=2.23.0 | |
| scipy>=1.4.1 | |
| torch>=1.7.0 | |
| torchvision>=0.8.1 | |
| tqdm>=4.64.0 | |
| gradio>=3.36.1 | |
| ultralytics>=8.0.132 | |
| urllib3>=1.26.14 | |
| # Logging ------------------------------------- | |
| # tensorboard>=2.4.1 | |
| # clearml | |
| # comet | |
| # Plotting ------------------------------------ | |
| pandas>=1.1.4 | |
| seaborn>=0.11.0 | |
| # Export -------------------------------------- | |
| # coremltools>=6.0 # CoreML export | |
| # onnx>=1.12.0 # ONNX export | |
| # onnxsim>=0.4.1 # ONNX simplifier | |
| # nvidia-pyindex # TensorRT export | |
| # nvidia-tensorrt # TensorRT export | |
| # scikit-learn==0.19.2 # CoreML quantization | |
| # tensorflow>=2.4.1 # TF exports (-cpu, -aarch64, -macos) | |
| # tflite-support | |
| # tensorflowjs>=3.9.0 # TF.js export | |
| # openvino-dev>=2022.3 # OpenVINO export | |
| # Extras -------------------------------------- | |
| psutil # system utilization | |
| thop>=0.1.1 # FLOPs computation | |
| # ipython # interactive notebook | |
| # albumentations>=1.0.3 | |
| # pycocotools>=2.0.6 # COCO mAP | |
| # roboflow |