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requirements.cuda.txt
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63 lines (50 loc) · 3.21 KB
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# YOLOv5 requirements
# Usage: pip install -r requirements.txt
numpy<2.0 # Installing NumPy, a package for scientific computing
urllib3<1.27,>=1.25.4 # Installing urllib3, the HTTP client for Python
# Base ----------------------------------------
matplotlib>=3.2.2 # Installing matplotlib, the python plotting package
opencv-python>=4.1.1,<=4.9 # Installing OpenCV, the Open source Computer Vision library
Pillow<10.0.0 # Installing Pillow, a Python Image Library
PyYAML>=5.3.1 # Installing PyYAML, a library for reading configuration files
requests>=2.23.0 # Installing request, the HTTP library
scipy>=1.4.1 # Installing SciPy, a library for mathematics, science, and engineering
#--find-links https://download.pytorch.org/whl/cu117
#torch>=1.7.0 # Installing Torch, for Tensor computation and Deep neural networks
#torchvision>=0.8.1 # Installing TorchVision, for Computer Vision based AI
## For CUDA 11.7
--find-links https://download.pytorch.org/whl/torch_stable.html
torch==1.13.0+cu117 # Installing PyTorch, an open source machine learning framework
--find-links https://download.pytorch.org/whl/torch_stable.html
torchvision==0.14.0+cu117 # Installing TorchVision, for working with computer vision models
tqdm>=4.64.0 # Installing tdqm, the Fast, Extensible Progress Meter
# This is to fix an issue at https://github.com/ultralytics/yolov5/issues/8012
protobuf<=3.20.1 # Installing protobuf, extensible mechanisms for serializing structured data
# Logging -------------------------------------
tensorboard>=2.4.1 # Installing tensorboard, a tool to let you watch Tensors Flow
# wandb
# clearml
# Plotting ------------------------------------
pandas>=1.1.4 # Installing Pandas, a data analysis / data manipulation tool
seaborn>=0.11.0 # Installing Seaborn, a data visualization library based on matplotlib
# Export --------------------------------------
# coremltools>=5.2 # CoreML export
# onnx>=1.9.0 # 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 # TFLite export (or tensorflow-cpu, tensorflow-aarch64)
# tensorflowjs>=3.9.0 # TF.js export
# openvino-dev # OpenVINO export
# Extras --------------------------------------
ipython # Installing ipython, for interactive notebooks
psutil # Installing psutil, a tool to check system utilization
thop>=0.1.1 # Installing thop, a tool to count the FLOPs of PyTorch model.
# albumentations>=1.0.3
# pycocotools>=2.0 # COCO mAP
# roboflow
yolov5==6.2.3 # Installing Ultralytics YoloV5 package for object detection in images
fiftyone # Installing fiftyone, for building datasets and computer vision models
CodeProject-AI-SDK # Installing the CodeProject.AI SDK
# last line empty