Implemented real-time object detection using YOLOv8 on video streams from both ESP32-CAM and mobile IP cameras. Calculated object distance from the camera’s bottom-center using bounding box centroids ...

This project implements a vehicle license plate detection system using computer vision and MQTT communication. The system consists of two main components: Vehicle Detection Script (Python): Uses ...

At first blush, it might seem like projects that make extensive use of computer vision or machine learning would need to be based on powerful computing platforms with plenty of clock cycles and memory ...

The ESP32-Stick-PoE-A-Cam(N16R8) is an open-source ESP32-S3 development board with Ethernet, camera, and active PoE support designed for machine learning applications. Compared to similar boards like ...

Those little ESP32-CAM boards which mate the WiFi-enabled microcontroller with a small parallel-interface camera module have been with us for years, and while they are undeniably cool to play with, ...

Abstract: Security and observation are fundamental in different applications, counting private security, mechanical checking, and smart city administration. This paper presents a cost-effective, ...

Abstract: Vision loss presents substantial barriers to autonomy, employment, and routine activities. With over 2.2 billion individuals globally affected by some form of visual impairment, even basic ...

AI-On-The-Edge-Cam is an ESP32-S3 board with a 2MP camera, microSD card, WiFi, BLE, and PoE Ethernet connectivity designed to digitize legacy utility meters such as water meters, gas meters, or ...