ML-Classifiers-on-MCUs

Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at

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

Open-source IoT Platform - Device management, data collection, processing and visualization.

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba. Full multimodal LLM Android App:[MNN-LLM-Android](./apps/Android/MnnLlmChat/README.md)

Open3D: A Modern Library for 3D Data Processing

An open source library for face detection in images. The face detection speed can reach 1000FPS.

Speech-to-text, text-to-speech, speaker diarization, speech enhancement, and VAD using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, iOS, HarmonyOS, Raspberry Pi, RISC-V, x86_64 servers, websocket server/client, support 11 programming languages

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

Tiny data-over-sound library