TNN, a high-performance, lightweight neural network inference framework open sourced by Tencent Youtu Lab. It also has many outstanding advantages such as cross-platform, high performance, model compression, and code tailoring. The TNN framework further strengthens the support and performance optimization of mobile devices on the basis of the original Rapidnet and ncnn frameworks. At the same time, it refers to the high performance and good scalability characteristics of the industry's mainstream open source frameworks, and expands the support for X86 and NV GPUs. On the mobile phone, TNN has been used by many applications such as mobile QQ, weishi, and Pitu. As a basic acceleration framework for Tencent Cloud AI, TNN has provided acceleration support for the implementation of many businesses. Everyone is welcome to participate in the collaborative construction to promote the further improvement of the TNN inference framework.

Features

  • Face Detection
  • Face Alignment
  • Hair Segmentation
  • Pose Estimation
  • Pose Estimation
  • Chinese OCR
  • Object Detection

Project Samples

TNN Screenshot 1

Project Activity

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Categories

Frameworks, Mobile, Machine Learning, OCR, Neural Network Libraries, Object Detection Models, Deep Learning Frameworks, LLM Inference

License

BSD License

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Additional Project Details

Operating Systems

Android, Apple iPhone, Linux, Windows

Programming Language

C++

Related Categories

C++ Frameworks, C++ Mobile Software, C++ Machine Learning Software, C++ OCR Software, C++ Neural Network Libraries

Registered

2022-08-03
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