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Testing and analyzing gradient descent algorithm by training a 400X400 neural net to invert a 20px image.

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ml-imagetraining

Testing and analyzing gradient descent algorithm by training a 400X400 neural net to invert a 20px image.

Image Inversion

To test gradient descent convergence, neural net was trained with randomized dataset. Trivial task of inverting an image was used to train the multivariate network. Convergence was recorded in a GIF animation.

Convergence illustration

original image:

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gradient Descent:

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Testing and analyzing gradient descent algorithm by training a 400X400 neural net to invert a 20px image.

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