Deliverable 1: Implement The Feed-Forward Neural Network using Tensorflow

DESCRIPTION

Implement the forward feed neural network to recognize handwritten Gujarati language digits using Tensorflow. Handwritten Gujarati images are used as the train and test dataset. Images are scaled down to 16x16 pixels. Each digit image is converted to greyscale so each pixel can be categorized in either black or white color. Forward Feed Neural Network has different layers in its implementation. As shown in the image below, the entry layer feeds in image pixels to the perceptron. Each perceptron will assign a number to each possible outcome. Next layer is softmax layer, which provides a way to convert perceptron output into a probability distribution.