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ANN made from scratch implemented on mnist dataset for digit classification

Python 86.12% PHP 1.32% JavaScript 10.03% HTML 2.53%
mnist-ann ann fully-connected-network neural-networks numpy ocr web-api number-recognition

mnist_ann_from_scratch's Introduction

mnist_ann_from_scratch

Artificial Neural Network module made from scratch. Implemented on mnist dataset for digit classification.

Acheiving 98 to 99% accuracy on testing and training dataset.

Web Api is currently pretty bad implementation. Makes mistakes many times. Have to change the input from drawing board to be similar to as training one. testing dataset web draw api Digit classification image processing Digit classification video processing

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