computer-vision-backend / requirements.txt
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# YOLOv5 requirements
# Usage: pip install -r requirements.txt
# Base ------------------------------------------------------------------------
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>=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
fastapi
python-multipart
uvicorn
timm==0.5.4
pytorch-accelerated
tensorflow-hub
pyiqa
protobuf==3.20.*
transformers
sentencepiece
sentence-transformers
# Logging ---------------------------------------------------------------------
tensorboard>=2.4.1
# clearml>=1.2.0
# comet
# Plotting --------------------------------------------------------------------
pandas>=1.1.4
seaborn>=0.11.0
pinecone-client
python-dotenv
# Export ----------------------------------------------------------------------
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<=1.1.2 # CoreML quantization
tensorflow>=2.4.1 # TF exports (-cpu, -aarch64, -macos)
# tensorflowjs>=3.9.0 # TF.js export
# openvino-dev # OpenVINO export
# Deploy ----------------------------------------------------------------------
# tritonclient[all]~=2.24.0
# Extras ----------------------------------------------------------------------
# mss # screenshots
albumentations>=1.0.3
pycocotools>=2.0.6 # COCO mAP
# roboflow
ultralytics # HUB https://hub.ultralytics.com