Hana Hussein
Ali Gamal
We used VGG-16 pre-trained model to classify 3 images and interpret the output using different interpretation techniques:
1- First Technique used is "Visualization Using Deconvnets"
We interpreted the model's output on a 'Tiger' image
Then we checked our insights about the filters by:
a) Visualization of Intermediate Activations
b) Visualization of Filters
2- Second Technique used is "Visualization Using Heatmaps"
We interpreted the model's output on a 'Barber Chair' image
Then we checked our insights about the filters by:
a) Visualization Using Deconvnets
2- Second Technique used is "Visualization Using Occlusion Maps"
We interpreted the model's output on a 'French Bulldog' image
Then we checked our insights about the filters by:
a) Visualization Using Heatmaps