Working assistant with Deeplearning (W5100S-EVB-Pico + Arducam)
This project uses W5100S-EVB-Pico and Arducam to deliver images to a webapp and identify my work patterns through object recognition with AI
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Components
Hardware components
WIZnet - W5100S-EVB-Pico
x 1
Arducam - HM0360 Camera Module
x 1
Python - Python
x 1
Adafruit - Circuitpython
x 1
Project description
W5100S-EVB-PICO-WORKINGASSISTANT 1. Project Overview This is a work assistance project utilizing W5100S-EVB-PICO and Arducam. 2. Project Details The project involves capturing images every 5 seconds through a camera connected to Pico and transmitting them via ethernet. The transmitted images are processed using a Fine-tuned YOLOv8 model to perform object detection on the user's work status. The model is trained to recognize five classes: Normal, Drowsiness, Yawning , Distraction, and Mobile usage. The recognized objects are counted to analyze work patterns, and the results are transmitted…
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