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𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗗𝗲𝘀𝗰𝗿𝗶𝗽𝘁𝗶𝗼𝗻:
In this tutorial, we will design an Industrial Product Counter using ESP32 CAM Module & OpenCV. The detection is done through the python code at the server, i.e. our computer, using the OpenCV library. The objects are detected using the basic principle of comparing the color of the background with respect to the object’s color. For e.g, if the background is white and the object is also white then it won’t be detecting any object, but if the background is white and the object is of different color then surely it detects the object.

Here we have used the ESP32-CAM module, which is a small camera module with the ESP32-S chip that costs approximately $10. Besides the OV2640 camera and several GPIOs to connect peripherals, it also features a microSD card slot that can be useful to store images taken with the camera.

In this tutorial, we will go through its features, pins description, and the method to program this device using FTDI Module. Apart from this, we will also install Python and Libraries required. Later we will go through the python code that we will be using for Industrial Product Counter with ESP32 CAM & OpenCV. This is an essential tutorial as you will be able to use any sort of Image processing or Machine Learning on the live video without having to write it on Arduino IDE.

𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗟𝗶𝗻𝗸𝘀 & 𝗦𝗼𝘂𝗿𝗰𝗲 𝗖𝗼𝗱𝗲: [ Ссылка ]
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