dnn-ex3

Question 1

Training execution:

    python Ex3_1.py

Comments:

1. Executing the VGG took very very very long time to train, so I have run with resnet50 instead due to lower memory footprint.

Train Execution result on various models:

1. 2 Conv - 2 FC Layers

   

   

   

   

2. 1 Conv 1 FC Layer

   

   

   

   

3. 2 FC Layers

   

   

   

   

4. 1 FC Layers

   

   

   

   

Question 2

1. Train/test/valid datasets can be found on here
2. Training execution:

    python Ex3_2_models.py

it can take a while ...

5. Results: