Complete guide for building a local AI surveillance system with Frigate NVR. Includes Raspberry Pi + Hailo setup, desktop + Coral setup, progressive configs, and WiFi troubleshooting.

This is the official repository for the automatic pothole detection, classification and sizing system

This repository provides benchmarks and performance evaluations of the YOLO (You Only Look Once) model running on the Raspberry Pi Compute Module 4 (CM4) with an AI kit.

Automated installer for OpenClaw on the CanaKit Raspberry Pi 5 8GB Dual Cooling GenAI Kit with Hailo 10H AI accelerator

Nerves system for Raspberry Pi 5 with support for the Hailo AI accelerator

Xplorer Series – Rugged Industrial & Marine Edge IoT/AIoT Controller & Embedded Mission Computers – Raspberry PI CM5 & Hailo AI Ecosystems

Real-time RTSP AI vision on Raspberry Pi 5: CPU vs Hailo AI HAT+ (NPU) benchmarks, latency/thermals, and pipeline tuning.

Real-time web dashboard for the Raspberry Pi 5 + Hailo-10H AI accelerator. PCIe link, firmware health, loaded networks, CPU/fan/memory at a glance. Flask dashboard for Raspberry Pi 5 + Hailo AI HAT+2 monitors NPU firmware, PCIe link, loaded HEF networks, CPU throttle, fan RPM, and memory in real time.

Computer vision on edge | Raspberry Pi 5 AI Kit | Hailo 8L | Object detection

A robot controller using the raspberry pi Hailo compute chip

Simple script for running CV on Raspberry Pi 5 AI Kit with Hailo-8L chip

Convert your custom YOLO model into a file, that can be used by the Hailo 8L used in the Raspberry Pi Ai kit. This is currently a work in progress.

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Quick Play for Raspberry Pi AI Kit (Hailo 8L)

sim2real ball balancer using isaacLab, fusion360 and a raspberry pi 5 with hailo AI HAT+

YOLOv8 to Hailo-8 HEF Model Generation Pipeline - Complete workflow for training and deploying object detection models on Raspberry Pi 5 with Hailo-8 AI accelerator

This repository demonstrates how to deploy an Edge AI Art Generator on a Raspberry Pi 5 using a Hailo AI accelerator and a USB-controlled camera. The system captures live video, applies real-time style transfer, and displays the stylized feed.

Real-time Varroa mite detection system using YOLOv8 and edge AI. Trained on 15,000+ images, it runs on Raspberry Pi 5 and Hailo-8L with 89.8% mAP@0.5. Includes a web dashboard for live results. Designed for precision beekeeping with an emphasis on small object detection and real-world deployment.

Hailo 8/8L AI acceleration module for Raspberry Pi 5

Raspberry PI5 running Hailo model with a FastAPI server.

Using the Hailo-8 AI Coprocessor with the Raspberry Pi 5 Introduction

Real-time person detection and auto-tracking using Hailo AI on Raspberry Pi 5

Edge AI-based Poacher Detection System using Raspberry Pi 5 and Hailo-8L for Forest Surveillance

Deploying trained YOLO object detection models on Raspberry Pi AI Camera or Hailo AI HAT devices.

A Raspberry Pi wildlife camera trap with ML animal detection model, running on Hailo AI architecture.

First open-source emotion detection for Hailo-8 AI accelerator. Real-time 7-class classification (61.7% FER2013) at 30-40 FPS on Raspberry Pi 5.

For this project, you will need a raspberry pi HAILO ai hat, or something similar. This code will detect a fall using a camera and then send a message to your telegram account via a bot.

A Raspberry Pi-based object detection system for assisting visually impaired individuals. This project utilizes YOLO object detection and a Hailo 8L TPU to identify obstacles like manholes, potholes, and bumps, providing real-time audio feedback to aid navigation.

This project presents a real-time, AI-driven system designed to autonomously detect and deter wasps in proximity to beehives using embedded edge computing. The system leverages a Raspberry Pi 5 in conjunction with a Hailo-8 AI accelerator (26 TOPS) to deploy a custom-trained YOLOv11n object detection model.

Real-time object detection on Raspberry Pi 5 with Hailo-8 AI accelerator, WebRTC streaming, and dora-rs dataflow