DF Community model tests- test #1 Batch size, all 5 clips comparison/compilation.

Original Pornstar: Solazola

Description: Here is a compilation of all 5 videos showing different batch size trained models along with a zoom in at 0:05 and 7 different static shots/frames from the video cycling between each of the 5 videos from 05:35 till the end. There was is an issue with rendering of the end sequence (static images comparisons) so please watch this video for a fixed version:

https://msdeepfakes.com/video/11344/df-community-model-tests-test-1-batch-size-end-sequence-fixed

Once you read this and watch all videos please vote for which one you think looks best here:

http://www.strawpoll.me/20946739

Here is what we did, we’ve used the same model, src and dst datasets, we’ve applied the same workflow to how we trained those models, only difference between them is batch size of the model. To ensure each model had equal chance to learn properly we didn’t train each model for the same amount of time but rather trained it based on epoch targets.

One epoch in simple words is done when a model processes all of the faces from a training dataset, in this case an average of SRC and DST dataset image count, since each model used different batch size it would process different amount of faces in a given amount of iterations.
– model trained at batch size 6 would do 6000 faces in 1000 iterations
– and at batch size 10 it would do 10.000 faces in 1000 iterations.

We’ve trained highest batch size model on each stage until we saw loss values stop improving and then we’ve calculated epoch/iteration targets for other models.

Here are full versions of all clips so you can watch them in full quality and resolution too.
Clip 1 and 3 by me:

https://msdeepfakes.com/video/11202/df-community-model-tests-test-1-batch-size-featuring-jennifer-connelly
https://msdeepfakes.com/video/11328/df-community-model-tests-test-1-batch-size-featuring-jennifer-connelly-3

Clip 2 by @almoosedalice https://msdeepfakes.com/user/145482

https://msdeepfakes.com/video/11331/df-community-model-tests-test-1-batch-size-featuring-jennifer-connelly-2

Clip 4 by @swing123 https://msdeepfakes.com/user/82429

https://msdeepfakes.com/video/11337/df-community-model-tests-test-1-batch-size-featuring-jennifer-connelly-4

and Clip 5 by @threecaptain https://msdeepfakes.com/user/38333

https://msdeepfakes.com/video/11335/df-community-model-tests-test-1-batch-size-featuring-jennifer-connelly-5

Here you can vote for which one you think came out looking best:

http://www.strawpoll.me/20946739