Top 18 edge-ai open source projects

Deep learning gateway on Raspberry Pi and other edge devices

A minimalist Deep Learning framework for embedded Computer Vision

Detect various irregularities of a product as it moves along a conveyor belt.

This project contains python examples for the Kneron USB dongle

Light Face Detection using PyTorch Lightning

A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.

Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.

MaixPy for Linux Python3, let's play with edge AI easier!

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

A curated list of edge tools for AI applications

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

A library and SDK for embeded AI model inference with hardware acceleration

Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.

Detect various irregularities of a product as it moves along a conveyor belt.

This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.