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[P] MLP for Plate recognition

Hello guys, recently I’ve going on a project that my objective is to get pictures from cars, extract its plate, segment each of the containing chars on the plate and then send it into a Neural Network to output me what os written in it.

I’m struggling in choosing the dataset.

My questions are:

  1. Should I train it with two differents datasets? (i.e. MNIST for digits, get a checkpoint and then train with a character dataset afterwards)
  2. Or should I use a dataset which cointain both numbers and chars? (probably this will be better, but I’m having hard times at finding one)

If you guys can help me with links or something I would appreciate

(I can send the github repo link if you guys wish)

submitted by /u/iskulll
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.