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Automatic License Plate Recognition (ALPR) for Indian Numbers (٠١٢٣٤٥٦٧٨٩)

THIS PROJECT IS MADE TO WORK ON A KHADAS VIM3 AI EDGE DEVICE.

Achived a REALTIME processing at 21 frames per second.

In this project I am deploying a YOLOV4 model for License Plate Recognition of the Indian Numbers (The ones used in the Arabic Language).

NOTE: I also send a stream of the detection results UDP port, so I can catch these packets and decode it to see a LIVE STREAM of the detection results.

The Process:

  • find the car.
  • find the numbers (six numbers) and order them depending on the X axis positions.
  • save the detection to a MongoDB.
  • snap a photo of the plate.
  • compress the photo.
  • encode the photo as a string and save it to the cloud.

All these results are also connected to a FULTTER app for monitoring the live stream, and cheching the results.

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