Harnessing Edge Intelligence with ESP32-Cam: Empowering Real-Time Image Recognition with Edge Impulse

Harnessing Edge Intelligence with ESP32-Cam: Empowering Real-Time Image Recognition with Edge Impulse

Have you ever dreamed of having a compact device capable of real-time image recognition? Now, with the help of ESP32-Cam and Edge Impulse, that dream is no longer out of reach! This article will take you deep into how to utilize these two powerful tools to build your own edge AI image recognition system on … Read more

Edge AI Applications for Low-Power Devices – Practical Project for Remote Meter Reading

Edge AI Applications for Low-Power Devices - Practical Project for Remote Meter Reading

This project is significant for the cornerstone project selection editor, as I have been engaged in the Internet of Things and edge computing fields, primarily working with microcontrollers/embedded ARM processors that are not designed for AI-capable computing devices.Although these devices are functionally stable, they struggle with data collection, remote monitoring, and intelligent management; moreover, in … Read more

Remote Video Control Car via HTTP Server on Mobile – ESP32-CAM IoT Project

Remote Video Control Car via HTTP Server on Mobile - ESP32-CAM IoT Project

In this article, we will implement the following functionality: The mobile client, written in JavaScript, sends control signals to an HTTP server software written in C#, which then forwards the control signals to the video car. Upon receiving the control signals, the video car performs the corresponding actions. Simultaneously, the video car sends the captured … Read more

Implementing First-Person View FPV Video Remote Control Functionality Based on ESP32-CAM Vision Module

Implementing First-Person View FPV Video Remote Control Functionality Based on ESP32-CAM Vision Module

In this article, we will implement first-person view FPV video remote control functionality based on the ESP32-CAM vision module, achieving true visualization and remote control of everything. The method implemented in this article is to enable the web service function of the ESP32, using a webpage to achieve remote control. The advantage of this approach … Read more

Streaming Video from ESP32-CAM to a Server for Forwarding

Streaming Video from ESP32-CAM to a Server for Forwarding

In this article, we will implement the functionality of pushing video streams from the ESP32-CAM to a server, which will then forward the video stream. This is a preparation for future applications such as 5G network video remote-controlled cars, video surveillance, and live streaming. To facilitate learning for beginners, this article highlights the main functionalities … Read more

Real-time Video Streaming with ESP32-CAM, C#.NET, and JavaScript

Real-time Video Streaming with ESP32-CAM, C#.NET, and JavaScript

!! Note of Pitfall !! Documenting the painful experiences of a beginner Device ESP32-CAM 12E (purchased very cheaply on certain platforms), be sure to buy one with a charging port and no soldering required, otherwise it can be easily damaged if you’re not familiar with it. Development Tools Arduino IDE 2.32, VS2022 (.Net 7) Programming … Read more

ESP32-CAM Development with App Inventor: A Comprehensive Guide

ESP32-CAM Development with App Inventor: A Comprehensive Guide

( This content is related to IoT technology and is not related to Rhino modeling software.) This summary, while focused on the ESP32-CAM and remote video, is a template approach to IoT development, allowing for many projects through variations. It involves hardware programming and Android development. The content itself is derived from fragmented prior research … Read more

Build a Smart Video Surveillance Camera with ESP32-CAM and Gimbal

Build a Smart Video Surveillance Camera with ESP32-CAM and Gimbal

1. Project Overview This project is developed based on the ESP32-CAM module and gimbal, aiming to construct a remotely controlled video surveillance camera system. In this project, we will not only learn how to use the ESP32-CAM for video capture but also how to control the gimbal rotation with the ESP32-CAM. Utilizing the powerful features … Read more