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Object recognition on abstract shapes with neural networks

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shape-detection

Read my Medium post on this project

This is an example of object detection with neural networks (implemented with keras). The training images contain abstract geometric shapes and can be easily bootstraped.

The code is split up into several Jupyter notebooks. They increase in complexity:

Requirements: Python 2.7, keras (v1.0.5), theano or tensorflow, numpy, matplotlib, jupyter, pycairo (only for color-multiple-shapes.ipynb)

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Object recognition on abstract shapes with neural networks

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  • Jupyter Notebook 100.0%