| # YOLOv5 requirements | |
| # Usage: pip install -r requirements.txt | |
| # Base ---------------------------------------- | |
| ultralytics | |
| gitpython | |
| ipython # interactive notebook | |
| matplotlib>=3.2.2 | |
| numpy>=1.18.5 | |
| opencv-python>=4.1.1 | |
| Pillow>=7.1.2 | |
| psutil # system resources | |
| PyYAML>=5.3.1 | |
| requests>=2.23.0 | |
| scipy>=1.4.1 | |
| thop>=0.1.1 # FLOPs computation | |
| torch # see https://pytorch.org/get-started/locally (recommended) | |
| torchvision | |
| tqdm>=4.64.0 | |
| # Logging ------------------------------------- | |
| tensorboard>=2.4.1 | |
| # wandb | |
| # clearml | |
| # Plotting ------------------------------------ | |
| pandas>=1.1.4 | |
| seaborn>=0.11.0 | |
| # Export -------------------------------------- | |
| # coremltools>=5.2 # CoreML export | |
| # onnx>=1.9.0 # ONNX export | |
| # onnx-simplifier>=0.4.1 # ONNX simplifier | |
| # nvidia-pyindex # TensorRT export | |
| # nvidia-tensorrt # TensorRT export | |
| # scikit-learn==0.19.2 # CoreML quantization | |
| # tensorflow>=2.4.1 # TFLite export (or tensorflow-cpu, tensorflow-aarch64) | |
| # tensorflowjs>=3.9.0 # TF.js export | |
| # openvino-dev # OpenVINO export | |
| # Extras -------------------------------------- | |
| # albumentations>=1.0.3 | |
| # pycocotools>=2.0 # COCO mAP | |
| # roboflow | |
| opencv-python>=4.1.1 | |
| maturin |