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denoising_neuralnets

An attempt to create a Neural Network to Remove Various Types of Noises From a given Image.
Initially all the pictures on which the model is trained are from MNIST dataset.
Project is implemented in Tensorflow.

noise_removal_CAE.ipynb

CAE stands for Convolutional Auto-Encoder.
Type of Noise Introduced: Salt and Pepper
Intensity of the noise can be changed within the code.

denoisingCAE_gaussian.ipynb

Type of Noise: Gaussian
Intensity can be changed within the code

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