High-level interface for C++/Python. Simplify the implementation of the custom plugin. And serialization and deserialization have been encapsulated for easier usage. Simplify the compilation of fp32, fp16 and int8 for facilitating the deployment with C++/Python in server or embedded device. Models ready for use also with examples are RetinaFace, Scrfd, YoloV5, YoloX, Arcface, AlphaPose, CenterNet and DeepSORT(C++).

Features

  • Yolov7 support
  • Released python solution for hardware decoding with tensorRT integration
  • Docker Image has been released
  • tensorRT_Pro_comments_version(co-contributing version) is also provided for a better learning experienc
  • yolov5-1.0-6.0/master are supported
  • Tutorial for exporting CenterNet from pytorch to tensorRT

Project Samples

TensorRT Pro Screenshot 1

Project Activity

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Categories

Libraries, Machine Learning

License

MIT License

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Additional Project Details

Programming Language

C++

Related Categories

C++ Libraries, C++ Machine Learning Software

Registered

2022-08-19
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