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Head Model with 700k Iterations

aymanalz

DF Pleb
tutsmybarreh said:
Share it with the settings in the model sharing thread too if you want me to add it to the list: https://mrdeepfakes.com/forums/thre...-thread-for-sharing-pretrained-trained-models
Did you pretrain it on custom HEAD face type dataset or used included WF FFHQ one?

I'm not him, but I checked his settings, and it's 128 resolution - probably too low to be of any use for head type. And if it was trained on the included facesets, they'd be useless for head anyway. I suggest you put a sticky note (if there isn't one already) that head type requires a custom faceset. I have uploaded a couple of those.

Here are his settings:

=============== Model Summary ===============
==                                         ==
==            Model name: Head Model_SAEHD ==
==                                         ==
==     Current iteration: 705937           ==
==                                         ==
==------------- Model Options -------------==
==                                         ==
==            resolution: 128              ==
==             face_type: head             ==
==     models_opt_on_gpu: True             ==
==                 archi: df-ud            ==
==               ae_dims: 256              ==
==                e_dims: 64               ==
==                d_dims: 64               ==
==           d_mask_dims: 22               ==
==       masked_training: True             ==
==             eyes_prio: True             ==
==           uniform_yaw: True             ==
==            lr_dropout: n                ==
==           random_warp: True             ==
==             gan_power: 0.0              ==
==       true_face_power: 0.0              ==
==      face_style_power: 0.0              ==
==        bg_style_power: 0.0              ==
==               ct_mode: none             ==
==              clipgrad: True             ==
==              pretrain: True             ==
==       autobackup_hour: 1                ==
== write_preview_history: False            ==
==           target_iter: 1000000          ==
==           random_flip: True             ==
==            batch_size: 8                ==
==                                         ==
==-------------- Running On ---------------==
==                                         ==
==          Device index: 0                ==
==                  Name: GeForce RTX 2080 ==
==                  VRAM: 8.00GB           ==
==                                         ==
=============================================
 

amorosa

DF Pleb
Searching for an 256 Head Model (DF/D) but cant find any.
I already did trained 1/2 Headmodels (256, Batch 8, DF-D, Standardsettings) but its not trained enough to upload it here and its for one specific head (Male).

You sayed, that you trained some Head-Models, Do you have one of this Models ? 256, DF-D, Male ?

And i did 128 res Head Models.
They work great, if you have a realy realy smal head. At least, my 2 Heads are looking detailled and very good.

BUT : Its not worth it. In the interactive Merger you need to turn SuperResolution on, to get more details out of it.
And : 256 needs longer training, but no need of SuperResolution.

So yes, 128 res is not good for heads.

And the Heads i trained, was 112x110 Pixels "big". So very small.
 

TMBDF

Moderator | Deepfake Creator | Guide maintainer
Staff member
Moderator
Verified Video Creator
aymanalz said:
tutsmybarreh said:
Share it with the settings in the model sharing thread too if you want me to add it to the list: https://mrdeepfakes.com/forums/thre...-thread-for-sharing-pretrained-trained-models
Did you pretrain it on custom HEAD face type dataset or used included WF FFHQ one?

I'm not him, but I checked his settings, and it's 128 resolution - probably too low to be of any use for head type. And if it was trained on the included facesets, they'd be useless for head anyway. I suggest you put a sticky note (if there isn't one already) that head type requires a custom faceset. I have uploaded a couple of those.

Here are his settings:

=============== Model Summary ===============
==                                         ==
==            Model name: Head Model_SAEHD ==
==                                         ==
==     Current iteration: 705937           ==
==                                         ==
==------------- Model Options -------------==
==                                         ==
==            resolution: 128              ==
==             face_type: head             ==
==     models_opt_on_gpu: True             ==
==                 archi: df-ud            ==
==               ae_dims: 256              ==
==                e_dims: 64               ==
==                d_dims: 64               ==
==           d_mask_dims: 22               ==
==       masked_training: True             ==
==             eyes_prio: True             ==
==           uniform_yaw: True             ==
==            lr_dropout: n                ==
==           random_warp: True             ==
==             gan_power: 0.0              ==
==       true_face_power: 0.0              ==
==      face_style_power: 0.0              ==
==        bg_style_power: 0.0              ==
==               ct_mode: none             ==
==              clipgrad: True             ==
==              pretrain: True             ==
==       autobackup_hour: 1                ==
== write_preview_history: False            ==
==           target_iter: 1000000          ==
==           random_flip: True             ==
==            batch_size: 8                ==
==                                         ==
==-------------- Running On ---------------==
==                                         ==
==          Device index: 0                ==
==                  Name: GeForce RTX 2080 ==
==                  VRAM: 8.00GB           ==
==                                         ==
=============================================

I already added that and your 2 sets in HEAD section of SFW/default models and added new section in that thread for sharing custom sets.
 
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