mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥

AoE (AI on Edge，终端智能，边缘计算) 是一个终端侧AI集成运行时环境 (IRE)，帮助开发者提升效率。

Lite.AI.ToolKit 🚀🚀🌟: A lite C++ toolkit of awesome AI models(一个开箱即用的C++ AI工具箱，支持ONNXRuntime/NCNN/MNN/TNN), such as RobustVideoMatting🔥, YOLOX🔥, YOLOP🔥 etc. (https://github.com/DefTruth/lite.ai.toolkit/releases/tag/v0.1.0)

benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.

Facial Landmark Detection based on PyTorch

在Android使用深度学习模型实现图像识别，本项目提供了多种使用方式，使用到的框架如下：Tensorflow Lite、Paddle Lite、MNN、TNN

A tensorflow implement mobilenetv3 centernet, which can be easily deployeed on android(MNN) and ios(CoreML).

Lane detection model for mobile device via MNN project

Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, ncnn, MNN, SNPE, Arm NN, NNAbla

🥭 移动端MNN部署学习笔记。支持Android与iOS。

Harmony framework for connecting scRNA-seq data from discrete time points

Raspberry Pi 4 64-bit OS image with deep learning examples

🚀🚀🌟 RobustVideoMatting with ONNXRunttime C++/MNN/NCNN/TNN (https://github.com/DefTruth/lite.ai.toolkit)

Jetson Nano image with deep learning frameworks

Spleeter (Audio Seperation) NN models for Android / iOS APP

ChineseOcr Lite Mnn，超轻量级中文OCR PC Demo，使用MNN推理

Imported from https://gitee.com/techshoww/mnn-yolov5.

Real time portrait matting on mobile phone using MNN inference engine.

Machine vision apps

Pytorch入坑指北

Sample projects to use MNN. PoseNet, SemanticSegmentation, etc.

Face detection with MNN on a Jetson Nano

Sample project for InferenceHelper, a Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, ncnn, MNN, SNPE