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digit-recognition-cnn's Introduction

Digit Recognition (MNIST dataset)

Using tf.keras

Kaggle

Designed for Kaggle Digit Recognizer competition with approximately 97+% accuracy on test dataset

Dataset available on the given link.
To run, create a folder named 'input' and place 'train.csv' and 'test.csv' in this folder

Keras

Designed using dataset from Keras, uses 60000 images for training and 10000 for validation with approximately 98+% accuracy on validation dataset
Tested on an image, accuracy = 7/8
Used article by Yashvardhan Kukreja for reference

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