Baseline model weights files
Add weights files for the baseline (trained from scratch) HRA-CNN model
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Layer (type) Output Shape Param #
=================================================================
input_1 (InputLayer) (None, 224, 224, 3) 0
_________________________________________________________________
block1_conv1 (Conv2D) (None, 224, 224, 32) 896
_________________________________________________________________
block1_pool (MaxPooling2D) (None, 112, 112, 32) 0
_________________________________________________________________
block2_conv1 (Conv2D) (None, 112, 112, 32) 9248
_________________________________________________________________
block2_pool (MaxPooling2D) (None, 56, 56, 32) 0
_________________________________________________________________
block3_conv1 (Conv2D) (None, 56, 56, 64) 18496
_________________________________________________________________
block3_pool (MaxPooling2D) (None, 28, 28, 64) 0
_________________________________________________________________
flatten (Flatten) (None, 50176) 0
_________________________________________________________________
fc1 (Dense) (None, 64) 3211328
_________________________________________________________________
dropout_1 (Dropout) (None, 64) 0
_________________________________________________________________
predictions (Dense) (None, 9) 585
=================================================================
Total params: 3,240,553
Trainable params: 3,240,553
Non-trainable params: 0
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