Evaluating the face-to-many model against 20 faces

Challenge: Clay

Face Similarity

Style Quality

Decently well at preserving Face Similarity and the style.

The clay style is doing a great job at actually creating faces that look like clay and that are pretty similar to the original face. For best results set denoising_strength=0.65 and instant_id_strength=1

Image Size:

image

Param 1

Preview

denoising_strength=0.4,instant_id_strength=0.5

denoising_strength=0.4,instant_id_strength=1

denoising_strength=0.65,instant_id_strength=0.5

denoising_strength=0.65,instant_id_strength=1

Challenge: 3D

Face Similarity

Style Quality

Hard to produce great 3D style while preserving face.

If you want to preserve the face identity you gonna need to pay with just OK 3D style. For best results set denoising_strength=0.65 and instant_id_strength=1

Image Size:

image

Param 1

Preview

denoising_strength=0.4,instant_id_strength=0.5

denoising_strength=0.4,instant_id_strength=1

denoising_strength=0.65,instant_id_strength=0.5

denoising_strength=0.65,instant_id_strength=1

Challenge: Pixels

Face Similarity

Style Quality

Works great

The Pixels style can quickly go wrong and just created a bulrry images instead of a pixel art style. To get a nice style you gonna need to compromise on the face id, but its not too bad in this case because of the nature of this style. For best results set denoising_strength=0.65 and instant_id_strength=0.5

Image Size:

image

Param 1

Preview

denoising_strength=0.4,instant_id_strength=0.5

denoising_strength=0.4,instant_id_strength=1

denoising_strength=0.65,instant_id_strength=0.5

denoising_strength=0.65,instant_id_strength=1

Challenge: Toy

Face Similarity

Style Quality

Doesn't produce good results

For the toy style it's very obvious there is a huge tradeoff between the face ID and the style, we couldn't find a winner combo. For best results (which aren't great) set denoising_strength=0.65 and instant_id_strength=1

Image Size:

image

Param 1

Preview

denoising_strength=0.4,instant_id_strength=0.5

denoising_strength=0.4,instant_id_strength=1

denoising_strength=0.65,instant_id_strength=0.5

denoising_strength=0.65,instant_id_strength=1

Challenge: Video Game

Face Similarity

Style Quality

Does the job well

This style actually produces good looking video game assets and preserving the face well. For best results set denoising_strength=0.65 and instant_id_strength=0.5

Image Size:

image

Param 1

Preview

denoising_strength=0.4,instant_id_strength=0.5

denoising_strength=0.4,instant_id_strength=1

denoising_strength=0.65,instant_id_strength=0.5

denoising_strength=0.65,instant_id_strength=1

Challenge: Emoji

Face Similarity

Style Quality

Not working great

This style has a room for improvement, the style isn't great and the face identity isn't preserved well too. For best results set denoising_strength=0.65 and instant_id_strength=0.5

Image Size:

image

Param 1

Preview