Awesome Mobile AI

Contents

1. Inference
2. SDK
3. Project
4. Misc

Inference

• TF-LITE - TensorFlow Lite is an open source deep learning framework for on-device inference.

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

• NCNN - ncnn is a high-performance neural network inference framework optimized for the mobile platform

• TNN - TNN is a high-performance and lightweight inference framework for mobile devices

• Tengine - Tengine is a lite, high performance, modular inference engine for embedded device

• MACE - MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms

• Paddle-Lite - About Multi-platform high performance deep learning inference engine

SDK

• MNNKit - MNNKit is a collection of AI solutions for mobile developers, powered by MNN engine.

• TengineKit - Tenginekit is an easy-to-integrate face detection and face landmarks SDK. At present, it can run on various mobile phones at very low latency.

• MediaPipe - MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

Project

• HyperLandmark - Deep Learning Based Free Mobile Real-Time Face Landmark Detector.

• CainCamera - CainCamera is an Android Project to learn about development of beauty camera, image and short video

• FacePlayer - Face converter in video

Misc

• AoE - AoE (AI on Edge) is a drop-open open source terminal side AI Integrated Runtime Environment (IRE)