fastapi uvicorn # torch # torchvision # ultralytics # opencv-python websockets fastapi[standard] redis # Trackers Environment # pip install -r requirements.txt ultralytics==8.0.20 # Base ---------------------------------------- gitpython ipython # interactive notebook matplotlib>=3.2.2 numpy==1.23.1 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>=1.7.0,<=2.5.1 # see https://pytorch.org/get-started/locally (recommended) torchvision>=0.8.1,<=0.20.1 tqdm>=4.64.0 # 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 # StrongSORT ------------------------------------------------------------------ easydict # torchreid ------------------------------------------------------------------- gdown # ByteTrack ------------------------------------------------------------------- lap # OCSORT ---------------------------------------------------------------------- filterpy # Export ---------------------------------------------------------------------- # onnx>=1.9.0 # ONNX export # onnx-simplifier>=0.4.1 # ONNX simplifier # nvidia-pyindex # TensorRT export # nvidia-tensorrt # TensorRT export # openvino-dev # OpenVINO export # Hyperparam search ----------------------------------------------------------- # optuna # plotly # for hp importance and pareto front plots # kaleido # joblib pyzmq loguru