synthetic image generation

Scripts to generate synthetic images, train and test models for different semantic concepts in arXiv paper:

How intelligent are convolutional neural networks?

Datasets

Download the original datasets used in the paper. The datasets were generated by the createImage.py.

Generate synthetic images

import createImage
createImage.generate_global_symmetric_data()
createImage.generate_local_symmetric_data()
createImage.generate_count_object_data()
createImage.generate_count_type_data()

Generate tampered faces

Scripts are in the 'face' folder. Need databases AT&T faces and Yale cropped face database B.