Merge pull request #3 from aviadb/resnet50

remove ignored files

Add gitignore and pycache

Update block diagrams

update notebook

Update Notebook

Update demo jupyter notebook

Update imports in notebook

Update schematics

Add TL images

Transfer Learning + pres changes

Merge pull request #2 from aviadb/resnet50

Add new occlusion demo

update general model and resnet comparison

Update Julia demo with model layers and no. params