TRAIN Perfect SDXL LoRA Clothing! Generate ANY OUTFITS!

In this video, I'll show you how to train ANY Clothing and Outfits LORA SDXL for your Ai Characters using YOUR OWN IMAGES for Stable Diffusion! I spend hundreds of hours testing, experimenting, and hundreds of dollars in cloud computing training to bring you the ultimate clothes LORA training guide for complete beginners and experts alike. SDXL is incredibly easy to train as long as you know what you are doing with the right training parameters. And after this video, you’ll have the required knowledge to train any Clothes and Outfits you want with SDXL 1.0 LORA with the Kohya GUI tool.

What do you think of LORA Clothing training? Let me know in the comments!
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#stablediffusion #sdxl #lora #aitraining #texttoimage #imagegeneration
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Timestamps:
00:00:00 Train SDXL with LORA
00:00:53 What is LORA?
00:01:10 Koya SS GUI
00:01:53 Find the best images for LORA training
00:05:14 Image Dataset preparation
00:06:48 Remove the background of an image with Photoshop
00:09:45 Remove the background of an image without Photoshop for free
00:11:35 Increase the amount of training images by copying them
00:14:46 Upscale images sharper with Stable Diffusion
00:15:09 Avoid “zoomed in” image generation
00:15:47 SDXL LORA Training Folder Creation
00:16:42 Instance Prompt
00:18:31 Find the right clothes for LORA Training
00:19:30 LORA Repeats Training Steps
00:21:12 Regularization images
00:21:38 Folders Tab
00:22:11 Train Multiple items in one LORA
00:27:36 Image captioning for LORA training
00:32:13 How to replace a word in multiple text files on Windows
00:34:03 The right SDXL Clothes LORA Training Parameters
00:34:36 Train Batch size
00:35:24 Number of Epoch Training
00:35:30 BF16 & FP16 & Cache & LR Scheduler & Optimizer
00:35:55 Learning Rate for Clothing SDXL LORA
00:36:16 SDXL Image Resolution & Buckets
00:36:46 LORA Network Rank & Network alpha
00:37:28 Color augmentation & Flip Augmentation
00:39:06 LORA Training & VRAM Usage
00:39:38 GPU Solutions & RunPod
00:39:59 Select the right LORA Model
00:40:29 How to generate images of a custom ai character wearing custom ai clothes?
00:41:38 Conclusion on clothes LORA Training

[Aitrepreneur]

HELLO HUMANS! Thank you for watching & do NOT forget to LIKE and SUBSCRIBE For More Ai Updates. Thx <3
"K" - Your Ai Overlord

[Xanderfied]

dunno why im watching this, my models never wear clothing

[SergeyTsyptsynPlus]

Absolutely unique content.
Nothing can be even closer to the usefulness and deepness of you videos.
Please continue making such a great videos.

[romac]

My learning project is to create an accurate lora for Converse high-tops. I've wasted days doing the wrong things before learning from someone like you. So thanks very much for making the effort to make this. I'm much happier knowing it would still take experienced users a lot of time to prepare the training data.

[mathieuwilson]

I cant believe this came out today. I am just finishing my cosplay studio and this was my objective. Wow ... I have so much clothes to train on and a mannequin... It will be insane. Thanks

[moshmoshpitpit]

Can’t think of AI image gen without thinking about your channel. Welcome back. You dropped this -> 👑

[sifuu_now]

Wow...can't wait for the reveal.❤
Thank you Sir!

[Artp]

Great video. Very helpful and clear. Thanks.

[chyldstudios]

Glad you came back. We missed our AI overlord!

[Tjckinator]

Great video! Glad to see more great content

Will this be the same workflow if you want to train a LoRa that creates a very specific characteristic like a specific kind of nose shape, teeth, one leg longer than the other, a thick neck or a body type or anything else very specific?

[sternkrieger]

Instead of blocking out the faces with black in the training image, which Stable Diffusion will unfortunately attempt to learn (and you will randomly get blacked out faces in generated images), use *Masked Loss* function instead. It lets you use a separate grayscale image file in conjunction with the original image, which you can fill in the face with black. This will allow black areas to be untrained (i.e. faces) and gives significantly better results. Available in the latest version of Kohya!

[ImNotQualifiedToSayThisBut]

I too took a break, albeit from SD and not from youtube lol Glad to see you came back at the same time.
Edit: Couldn't you also use Photoshop and do perspective manipulation to add more images to your dataset?

[NeogreenPeaches]

It was to my understanding that the training image folder names don't affect the actual instance/class prompts if you include caption files. The only thing that matters if you have caption files is the "<repeats>_" prefix. In this case you would need to include the prompts at the very beginning of your caption file.

Am I wrong in this assumption? There is so much misinformation floating around that it is near impossible to get a straight answer on this.

[DannyCaruzo]

I want to make a clothing lora too, but for SD 1.5, is the process and the settings the same ? I'm very thankful about any help ❤ thank you for the great video

[Vinny_views]

Bro. Wonderful tutorial. May I know how to get the list of Indian costumes Flux trained/tagged on ?!

[thanksfernuthin]

I trained two characters as a test with your first video for that. I've been playing with them ever since. The results were amazing and I'd like to really do a great job and pick the best training images... I'll get to it eventually.
My question is... is the vast improvement in training due to SDXL? Or will SD1.5 train just as well with the latest Kohya and your methods?

[CalvinJack-ml]

@Aitrepreneur I'm planning to make a LoRA for the 4 Keijo school swimsuits. Should I use the swimsuits for the anime or cosplay clothes? Or is it better if I use both?

Also, are you planning to make a video about SDXL Checkpoint training?

[ysy]

Thank you for your yet again comprehensive tutorial. Regarding the Train Batch Size, would it be the same for Human subjects? Higher the TBS, more flexible but less likeness ?

[RonnieMirands]

Wow, thanks for your amazing video. You said the minimun is 10. I am trying to train complex cloth of a carmelite nun, that has 4 different parts, a tunic, a coif, a veil and a mantle. But not getting good results yet. The last training i tried i used 47 images! Maybe i need more like 100 images? :(

[AIKnowledgeGo]

Hey K, your return brings a sigh of relief - breaks are vital but you had us worried. The depth and utility of your videos set a bar that's virtually unparalleled in the AI space. Keep leading us into the AI future, and remember: Your uniqueness is irreplaceable. 🚀