adityakuppa26 / Digit-Recognizer

A kaggle competition i have participated in, getting a 99.7% accuracy.

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Digit-Recognizer

https://www.kaggle.com/c/digit-recognizer

--> model.summary()
Model: "sequential_1"


Layer (type) Output Shape Param #

conv2d_1 (Conv2D) (None, 28, 28, 32) 832


conv2d_2 (Conv2D) (None, 28, 28, 64) 51264


max_pooling2d_1 (MaxPooling2 (None, 14, 14, 64) 0


conv2d_3 (Conv2D) (None, 14, 14, 128) 73856


conv2d_4 (Conv2D) (None, 14, 14, 256) 295168


max_pooling2d_2 (MaxPooling2 (None, 7, 7, 256) 0


flatten_1 (Flatten) (None, 12544) 0


dense_1 (Dense) (None, 256) 3211520


dense_2 (Dense) (None, 512) 131584


dropout_1 (Dropout) (None, 512) 0


dense_3 (Dense) (None, 10) 5130

=================================================================
Total params: 3,769,354
Trainable params: 3,769,354
Non-trainable params: 0

Accuracy achieved: 99.7%

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A kaggle competition i have participated in, getting a 99.7% accuracy.


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Language:Python 100.0%