SimGAN

Based on Josh’s email here is a first attempt on transfer (without any tuning or adaptation)

Faces to CelebA

Based on the discussion with Josh yesterday I have adapted the current model to account for identity (shape), pose and color. This is leaves lighting, which is now exaplained by the noise vector.

First 5 principal components of the shape (for fixed pose and color)

Pose Variations (for fixed shape and color)

Color Variation (For the first principal direction of color)

Varying color for fixed shape and pose

Varying pose and color together

Varying shape and color together

Chairs

Cars