This repository contains a simple Python Flask server for streaming video from an ESP32-CAM (or ESP32-XIAO-S3) module, applying real-time noise simulation (Salt Noise), and performing image filtering ...

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 ...

Welcome to the most comprehensive collection of ESP32-CAM projects for 2025! Whether you're a beginner exploring camera-based IoT applications or an advanced developer building sophisticated ...

Abstract: This paper presents a comprehensive and validated low-cost system for object dimension estimation, utilizing the ESP32-CAM microcontroller and computer vision techniques. The proposed ...