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requirements.txt
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requirements.txt
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# 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 # see https://pytorch.org/get-started/locally (recommended)
torchvision>=0.8.1
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