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Digit Dataset Creator

Used to generate images of digits to use for neural networks

This module uses several fonts (can be provided in directory, must be .ttf format) to generate labeled 28 x 28 pixel images of numerical digits 0...9. Random image rotation, positioning and noise is added to the images to create a larger dataset. Output format is standardized .csv for easy use (Every line is an image, first entry is the label. Pixel value ranges from 0 to 255). Compatible with project linked below.

There is also a function to merge two datasets together (e.g. a dataset created by this module and a MNIST-based one).

Neural Network can be found here

Doxygen Docs

Digits

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This python module can be used to generate large datasets for training and testing neural networks. It generates labeled 28 x 28 px images of numerical digits 0-9. Every digit is (almost certainly uniquely) randomized using rotation, positioning and the addition of noise.

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