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14 stars written in C++
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MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

C++ 15,585 2,380 Updated Jul 1, 2026

🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉

C++ 4,411 785 Updated Mar 19, 2026

校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

C++ 3,452 368 Updated Jun 22, 2025

🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~

C++ 2,488 432 Updated Jun 22, 2024

一款简单易用和高性能的AI部署框架 | An Easy-to-Use and High-Performance AI Deployment Framework

C++ 1,834 226 Updated Apr 25, 2026

Mobile-LPR 是一个面向移动端的准商业级车牌识别库,以NCNN作为推理后端,使用DNN作为算法核心,支持多种车牌检测算法,支持车牌识别和车牌颜色识别。

C++ 617 145 Updated Feb 24, 2021

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

C++ 462 93 Updated Dec 7, 2023

ncnn android nanodet lightweight object detection

C++ 420 83 Updated May 27, 2026

TensorRT+YOLO系列的 多路 多卡 多实例 并行视频分析处理案例

C++ 332 65 Updated Feb 10, 2025

Real time yolox Android demo by ncnn

C++ 319 66 Updated May 25, 2022

基于Qt实现的图片数据标注工具. Image Annotation Tool Based on Qt, supporting 2D/3D Detection/Segmentation Annotation.

C++ 138 48 Updated Feb 5, 2021

C++ app for computer vision inference, supporting multiple tasks and backends.

C++ 100 16 Updated Jun 24, 2026

使用TensorRT加速YOLOv8-Seg,完整的后端框架,包括Http服务器,Mysql数据库,ffmpeg视频推流等。

C++ 89 16 Updated Oct 9, 2023

A tiny QT project to generate a labeling software

C++ 3 1 Updated Oct 23, 2019