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# Ultralytics requirements # Usage: pip install -r requirements.txt # Base ---------------------------------------- matplotlib>=3.2.2 numpy>=1.18.5 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 # Logging ------------------------------------- tensorboard>=2.4.1 # clearml # comet # Plotting ------------------------------------ pandas>=1.1.4 seaborn>=0.11.0 # Export -------------------------------------- # onnxruntime # coremltools>=6.0 # CoreML export onnx>=1.12.0 # 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 # TF exports (-cpu, -aarch64, -macos) # tensorflowjs>=3.9.0 # TF.js export # openvino-dev>=2022.3 # OpenVINO export # Extras -------------------------------------- ipython # interactive notebook psutil # system utilization thop>=0.1.1 # FLOPs computation # albumentations>=1.0.3 pycocotools>=2.0.6 # COCO mAP # roboflow |