| Sr. no. | Layers | Output shape | Param |
| 1 | Conv2d (Conv2D) | (None, 200, 200, 8) | 224 | 2 | Activation (ReLu) | (None, 200, 200, 8) | 0 | 3 | Conv2d_1 (Conv2D) | (None, 200, 200, 8) | 84 | 4 | Activation_1 (ReLu) | (None, 200, 200, 8) | 0 | 5 | Max_pooling2d (MaxPooling2D) | (None, 100, 100, 8) | 0 | 6 | Dropout (dropout) | (None, 100, 100, 8) | 0 | 7 | Conv2d_2 (Conv2D) | (None, 100, 100, 16) | 1168 | 8 | Activation_2 (ReLu) | (None, 100, 100, 16) | 0 | 9 | Conv2d_3 (Conv2D) | (None, 100, 100, 16) | 2320 | 10 | Activation_3 (ReLu) | (None, 100, 100, 16) | 0 | 11 | Max_pooling2d_1 (MaxPooling2D) | (None, 50, 50, 16) | 0 | 12 | Dropout_1 (dropout) | (None, 50, 50, 16) | 0 | 13 | Flatten (flatten) | (None, 40000) | 0 | 14 | Dense (dense) | (None, 5097) | 203885097 | 15 | Activation_4 (ReLu) | (None, 5097) | 0 | 16 | Dropout_2 (dropout) | (None, 5097) | 0 | 17 | Dense_1 (dense) | (None, 23) | 117254 | 18 | Activation_5 (SoftMax) | (None, 23) | 0 |
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