/keras_shufflenetv2

keras_shufflenetv2

Primary LanguagePython

keras_shufflenetv2

ShufflenetV2

Layer (type) Output Shape Param #
conv2d (Conv2D) multiple 640
conv2d_1 (Conv2D) multiple 1056
separable_conv2d (SeparableC multiple 1344
max_pooling2d (MaxPooling2D) multiple 0
dense (Dense) multiple 6423040
dense_1 (Dense) multiple 5130
batch_normalization (BatchNo multiple 128
flatten (Flatten) multiple 0
dropout (Dropout) multiple 0

epoch = 200

acc = 94.57

CNN

Layer (type) Output Shape Param #
conv2d_2 (Conv2D) multiple 320
conv2d_3 (Conv2D) multiple 18496
max_pooling2d_1 (MaxPooling2 multiple 0
dense_2 (Dense) multiple 6423040
dense_3 (Dense) multiple 5130
flatten_1 (Flatten) multiple 0
dropout_1 (Dropout) multiple 0

epoch = 200

acc = 84.75