Abstract: This study presents an intelligent, real-time color-based sorting conveyor system founded on Internet of Things (IoT) and artificial intelligence (AI) technologies. The framework integrates ...

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 ...

Abstract: This article introduces an innovative smart bin system designed for efficient waste classification, utilizing the ESP32-CAM module for image capture and OpenCV for object detection. By ...

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 ...

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 ...

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: This research provides a novel approach in the field of object detection through the use of OpenCV and Python programming and solves the difficulties with the conventional approach, as the ...

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 ...