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This repo classifies cars in an image with Deep Learning and detect his plate number using an API.

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stanlee321/cars_classifier

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Cars-Detector-Cropper and Plate Recognition

An object recognition application using Google's TensorFlow Object Detection API and OpenCV. Part of this code was inspired by Sentdex Determining other vehicle distances and collision warning - Self Driving Cars in GTA The part of plate recognition is made of by the use of OpenALPR API free tier in Automatic License Plate Recognition library . I'm working on my own deep learning implementation that removes the use of this api and replaces by this deeplearning model.

Getting Started

  1. pip3 install -r requirements.txt
  2. python3 main.py Optional arguments (default value a folder with todays date):
    • Folder to workon -folder= <YOUR FOLDER of folders>'

Requirements

Notes

  • Work in progress...

Copyright

See LICENSE for details.

Copyright (c) 2018 stanlee321.

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This repo classifies cars in an image with Deep Learning and detect his plate number using an API.

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