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Traffic-Signs-Classifier

Model: "sequential"


Layer (type) Output Shape Param #

conv2d (Conv2D) (None, 28, 28, 6) 156


average_pooling2d (AveragePo (None, 14, 14, 6) 0


dropout (Dropout) (None, 14, 14, 6) 0


conv2d_1 (Conv2D) (None, 10, 10, 16) 2416


average_pooling2d_1 (Average (None, 5, 5, 16) 0


flatten (Flatten) (None, 400) 0


dense (Dense) (None, 120) 48120


dense_1 (Dense) (None, 84) 10164


dense_2 (Dense) (None, 43) 3655

Total params: 64,511 Trainable params: 64,511 Non-trainable params: 0

Test Accuracy: 0.7764845490455627

image image

Confusion_matrix: image

Prediction results: image

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