| # 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 |
|
|
