Embedded and mobile deep learning research resources
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Updated
Mar 14, 2023
Embedded and mobile deep learning research resources
AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!
Complete offline AI ecosystem for Android: Chat (GGUF/LLMs), Images (Stable Diffusion 1.5), Voice (TTS/STT), and Knowledge (RAG Data-Packs), zero subscriptions, no data harvesting. Open-source privacy-first AI on your terms.
Run large language models like Qwen and LLaMA locally on Android for offline, private, real-time question answering and chat - powered by ONNX Runtime.
On-device LLM inference for Kotlin Multiplatform (Android, iOS, Desktop, JVM) using llama.cpp and STT through whisper.cpp
MineGPT 是一个基于Kotlin Multiplatform 开发的本地小型语言模型(SLM)对话应用; MineGPT is a lightweight local SLM (Small Language Model) chat application built with Kotlin Multiplatform. It aims to provide a cross-platform and user-friendly AI assistant experience.
SharpAPI.com - Automate with AI-powered API. Leverage AI API for workflows automation in E-Commerce, Marketing, Content Management, HR Tech, Travel, and more.
Enhance your iOS app with the ability to see and interact with humans using the RGB camera.
[CVPRW 2025] Official repository of DTTDNet: Robust Digital-Twin Localization via An RGBD-based Transformer Network and A Comprehensive Evaluation on a Mobile Dataset
🚗 Driver Drowsiness Detection with Deep Learning (PoC) 🧠 A personal experiment comparing CNN + MobileNetV2 and YOLOv11 for real-time drowsiness detection. Focused on evaluating accuracy and efficiency to explore AI’s potential in preventing fatigue-related accidents. 😴⚡ A hands-on dive into safety-driven computer vision.
Review papers about neural networks for mobile devices
An AI chatbot like ChatGPT & Gemini, powered by Google AI API 🌟🤖.
Measure the speed of your machine learning models on real devices!
Protect your Machine Learning model in your Flutter application.
Ollama server running inside Android - complete offline AI inference with Go backend, WebView UI, and JNI bridge. No internet, no tracking, full privacy.
Mobile AI: iOS CoreML, Android TFLite, on-device inference, ONNX, TensorRT, and ML deployment for smartphones.
Real-ESRGAN model deployed on Android using NCNN (C++/JNI) and ExecuTorch (Java) for real-time image super-resolution in dermatology, with reproducible benchmarking (PSNR, SSIM, MSE, LPIPS).
On-device AI starter app showing how to use runanywhere-react-native to run speech, small language models, and TTS locally in a React Native + Expo project.
AI SMS Auto-Responder for Android. Turn your Android device into an autonomous AI communication hub. A Python-based SMS auto-responder running natively on Termux, powered by LLMs (OpenRouter/Ollama) with a sleek Web & Terminal UI.
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