Deepface Lab Tutorial - Advanced Training Methods

PayPal Tip Jar: DF Lab Tutorial (basic/standard): Payuyi’s Channel (He and I worked this stuff out together, but he gets most of the credit): Recommended GPU’s: Minimum RTX 2060 12GB or 3060 12GB. 12GB 3080 or 3080 Ti will work for at least 224 res Recommended 3090/3090 Ti is your best option with 24GB (or last Gen RTX Titan) VRAM is King. Fast VRAM is . Required files/software/etc Deepface Lab RTM faceset (V1 or V2) Download here: Alternate: Alternate for RTM facesets: RTT Encoder/Decoder from RTT Model files (V1 or V2) V1: V2: Alternate RTT location: 13m Iteration XSEG model files (insta-trains XSEG) A file of your own creation Nice to have: Some kind of downloading software like JDOWNLOADER2 (currently having issues as of the time of writing this) 4k Downloader currently works and is $15. Lets you download direct with YouTube video links instead of trying to capture using OBS -------------------------------------------------------------- Discovery Hit by Kevin MacLeod is licensed under a Creative Commons Attribution 4.0 license. Source: Artist: #deepfacelab #rtx #annehathaway #tutorial #diy #deeplearning #deepfake #deepfacelive 00:00 - | Intro, general info, System requirements, etc. 30:14 - Generic XSEG training with the 13m iteration XSEG model files 39:54 - Checking out the sorted Anne Hathaway faceset, packing the faceset 44:05 - Creating a new 320 res model 50:59 - Overwriting the encoder/decoder with their RTT equivalents 52:36 - Scrambled dst training images = it worked 55:05 - 600 iterations and already looks good! 55:41 - 11k iterations 57:33 - 243k iterations, enabling RW LRD 1:00:22 - 435k iterations, shutting off RW (Going LRD “only“) 1:07:49 - 617k, enabling GAN 1:14:25 - 720k, Demonstrating what GAN artifacting/grid patterns look like 1:18:34 - 850k, going from Batch 8 to Batch 32 (because I felt like it, this is not required/necessary) 1:26:42 - 900k, sufficiently trained to export a DFM file and test in DF Live 1:28:43 - DFM successfully exported, file then moved to DF Live folder for accessibility by the DF Live application 1:29:42 - Testing the DFM model in DF Live (not bad, lower teeth need more source examples to define better) 1:34:09 - How to recycle/re-use the model files from Anne Hathaway to create a new source character (Star Trek TNG “Data“ in this case) 1:38:08 - 15 minutes of training and Data already looks impressive 1:40:49 - How to insta-merge your RTM trained model into any DST clip (Terminator 3 in this case) 1:42:06 - Showing how well Anne looks on Kristana Loken in Terminator 3 (SAEHD Merge Window), final comments/closing