liuhengli / deep-anpr

Using neural networks to build an automatic number plate recognition system

Deep ANPR

Using neural networks to build an automatic number plate recognition system. See this blog post for an explanation.

Usage is as follows:

• gen.py 1000: Generate 1000 test set images in ./test.
• train.py: Train the model.
• detect.py in.jpg weights.npz out.jpg: Detect number plates in an image.

The project has the following dependencies:

• TensorFlow
• OpenCV
• NumPy