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tensorrt for yolo series (YOLOv8, YOLOv7, YOLOv6, YOLOv5), nms plugin support

YOLO Series TensorRT Python/C++

简体中文

Support

YOLOv7、YOLOv6、 YOLOX、 YOLOV5

Update

  • 2022.8.13 rename reop、 public new version、 C++ for end2end
  • 2022.8.11 nms plugin support ==> Now you can set --end2end flag while use export.py get a engine file
  • 2022.7.8 support YOLOV7
  • 2022.7.3 support TRT int8 post-training quantization

Prepare TRT Env

Python

pip install --upgrade setuptools pip --user
pip install nvidia-pyindex
pip install --upgrade nvidia-tensorrt
pip install pycuda

C++

By Docker

Examples

Python

show in Examples.ipynb Jupyter Notebook

C++

support NMS plugin show in C++ Demo

Old version

v0.0.1 v0.0.2