Update README.md

README.md

@@ -19,4 +19,62 @@ This modelcard aims to be a base template for new models. It has been generated
 
 ### Model Description
 
-Coming soon
+```python
+model.summary()
+Out:
+Model: "sequential"
+_________________________________________________________________
+ Layer (type)                Output Shape              Param #   
+=================================================================
+ rescaling (Rescaling)       (None, 200, 200, 1)       0         
+                                                                 
+ conv2d (Conv2D)             (None, 200, 200, 16)      160       
+                                                                 
+ max_pooling2d (MaxPooling2D  (None, 100, 100, 16)     0         
+ )                                                               
+                                                                 
+ conv2d_1 (Conv2D)           (None, 100, 100, 32)      4640      
+                                                                 
+ max_pooling2d_1 (MaxPooling  (None, 50, 50, 32)       0         
+ 2D)                                                             
+                                                                 
+ conv2d_2 (Conv2D)           (None, 50, 50, 64)        18496     
+                                                                 
+ max_pooling2d_2 (MaxPooling  (None, 25, 25, 64)       0         
+ 2D)                                                             
+                                                                 
+ flatten (Flatten)           (None, 40000)             0         
+                                                                 
+ dense (Dense)               (None, 128)               5120128   
+                                                                 
+ dense_1 (Dense)             (None, 64)                8256      
+                                                                 
+ dense_2 (Dense)             (None, 128)               8320      
+                                                                 
+ dense_3 (Dense)             (None, 64)                8256      
+                                                                 
+ dense_4 (Dense)             (None, 32)                2080      
+                                                                 
+ dense_5 (Dense)             (None, 96)                3168      
+                                                                 
+ dense_6 (Dense)             (None, 96)                9312      
+                                                                 
+ dense_7 (Dense)             (None, 128)               12416     
+                                                                 
+ dense_8 (Dense)             (None, 1)                 129       
+                                                                 
+=================================================================
+Total params: 5,195,361
+Trainable params: 5,195,361
+Non-trainable params: 0
+_________________________________________________________________
+
+```
+
+#### Hardware
+
+{{ hardware | default("[More Information Needed]", true)}}
+
+#### Software
+
+{{ software | default("[More Information Needed]", true)}}