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Using a browser of Rpi embedded VNC Viewer or Laptop/PC on the same network, type following in your browser:
IP/embgpio.
The complete project uses only a conventional Webcam or a Pi CAm and a Raspberry Pi (model 4) that contains the embedded model (without internet access and without computer or server assistance) for image recognition. The video shows the activation of pin 40 of the Raspberry Pi by image recognition with Webcam. With the hand open, the command "Five" is sent to turn on pin 40 of the Raspberry Pi, with the hand closed, the command "Zero" is sent to turn pin 40 off.