Object detection by ESP32 cam circuit is shown in Fig. 2. The project undertaken by the author as a test project was to monitor a road intersection or gathering of many people at a place in a ...

In the this tutorials of the ESP32-CAM series, we saw that using the original code, we will be able to process face image from face recognition to face separation, but in cases where we need to ...

Components Required for ESP32 CAM Object Detection Project. As testing hardware, we selected the ESP32-CAM, which is a low-cost microcontroller with a built-in camera. Since we selected the ESP32-CAM, ...

Block Diagram: Impact statement. AI-powered smart car wash improves safety, efficiency, and reduces waste with automation. Components Required. 1. ESP32 CAM (As Object Detection Module) x1 2. Arduino ...

Circuit Diagram and Working. After uploading the source code, connect the ESP32 cam as shown in Fig. 7 for the circuit diagram, and also the author’s prototype in Fig. 1. Power the ESP32 cam and place ...

In the present research work, a system is developed that can detect objects in real-time using a combination of the ESP32 CAM module and Python programming. The goal was to show how affordable ...

The purpose of this study is to develop a conceptual framework of assistive technologies that will help meet the objective of increasing the independence and safety of visually impaired persons. This ...