Trained on digikala images for trousers and shirts.
Accuracy of 0.9844. Trained on 7k samples and validated on 3k samples.
| Layer (type) | Output Shape | Param # |
|---|---|---|
| conv2d_1 (Conv2D) | (None, 62, 62, 64) | 640 |
| activation_1 (relu Activation) | (None, 62, 62, 64) | 0 |
| max_pooling2d_1 (MaxPooling2 | (None, 31, 31, 64) | 0 |
| conv2d_2 (Conv2D) | (None, 29, 29, 64) | 36928 |
| activation_2 (relu Activation) | (None, 29, 29, 64) | 0 |
| max_pooling2d_2 (MaxPooling2) | (None, 14, 14, 64) | 0 |
| flatten_1 (Flatten) | (None, 12544) | 0 |
| dense_1 (Dense) | (None, 32) | 401440 |
| dropout_1 (Dropout) | (None, 32) | 0 |
| dense_2 (Dense) | (None, 1) | 33 |
| activation_3 (sigmoid Activation) | (None, 1) | 0 |
Total params: 439,041
Trainable params: 439,041
Non-trainable params: 0