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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 |