Software Engineering Courses (SECourses)•3y ago

how about a video to find out how many images are necessary to train an image via dreambooth. I trie

how about a video to find out how many images are necessary to train an image via dreambooth. I tried training with 24,36,43 images and really can't tell what is the "sweet spot"...

Nn8hawk_how about a video to find out how many images are necessary to train an image vi...

Furkan Gözükara SECourses•3/11/23, 8:46 PM

this is impossible. it depends on your dataset

Marikcraven•3/11/23, 8:49 PM

Hello. New here. Is there a tutorial on what/how to caption dataset for dreambooth or is dreambooth just for faces?

Brofessor•3/11/23, 8:49 PM

hello, nice videos, i am repeatedly watching these dreambooth tutorials

Brofessor•3/11/23, 8:50 PM

so far looks like training with gradient accumulation step 2 and batch size 2 gives weird results at 0.0008 LR

Brofessor•3/11/23, 8:53 PM

would be very usefull to have a list of optimal paremeters for dreambooth traning somewhere, will be easier to see it compared to searching thorugh the videos

MMarikcraven Hello. New here. Is there a tutorial on what/how to caption dataset for dreamboo...

Furkan Gözükara SECourses•3/11/23, 8:55 PM

welcome

Furkan Gözükara SECourses•3/11/23, 8:55 PM

how to caption them depends on you

Furkan Gözükara SECourses•3/11/23, 8:55 PM

but do you ask how to use captions? filewords?

BBrofessor would be very usefull to have a list of optimal paremeters for dreambooth tranin...

Furkan Gözükara SECourses•3/11/23, 8:55 PM

i suggest not use higher batch size. because it changes how they are getting trained

Furkan Gözükara SECourses•3/11/23, 8:55 PM

for faces 1 and 1 works best

Furkan Gözükara SECourses•3/11/23, 8:56 PM

you watched this one?

Furkan Gözükara SECourses•3/11/23, 8:56 PM

https://youtu.be/sRdtVanSRl4

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RunPod: https://bit.ly/RunPodIO. Discord : https://bit.ly/SECoursesDiscord. Web UI DreamBooth got epic update and we tested all new features to find the best settings (10). If I have been of assistance to you and you would like to show your support for my work, please consider becoming a patron on

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Playlist of...

Brofessor•3/11/23, 8:56 PM

yeah i noticed, i am using 2x2 and faces are not getting better

Furkan Gözükara SECourses•3/11/23, 8:56 PM

i recently trained a style by using settings in this video

Brofessor•3/11/23, 8:56 PM

yes i watched both

Brofessor•3/11/23, 8:56 PM

the previous one

Furkan Gözükara SECourses•3/11/23, 8:56 PM

1x1

Furkan Gözükara SECourses•3/11/23, 8:56 PM

it yielded very good results

Brofessor•3/11/23, 8:56 PM

just i rented a nice GPU so i thought 2x2 would be better

Brofessor•3/11/23, 8:56 PM

yes for your face it was amazing

BBrofessor just i rented a nice GPU so i thought 2x2 would be better

Furkan Gözükara SECourses•3/11/23, 8:57 PM

i think that is necessary when you need high computation power which means fine tuning with thousands of images

Brofessor•3/11/23, 8:57 PM

i traned first on anime , and it went ok, but for human face was too hard

BBrofessor i traned first on anime , and it went ok, but for human face was too hard

Furkan Gözükara SECourses•3/11/23, 8:57 PM

really decent quality

Brofessor•3/11/23, 8:57 PM

yes, because of special models from civitai

Brofessor•3/11/23, 8:57 PM

ok, i will try 1x1 then

Furkan Gözükara SECourses•3/11/23, 8:58 PM

if you want higher quality

Furkan Gözükara SECourses•3/11/23, 8:58 PM

1024x1024 definitely improvement

Furkan Gözükara SECourses•3/11/23, 8:58 PM

if your dataset is such

Furkan Gözükara SECourses•3/11/23, 9:00 PM

i am planning a style teaching video hopefully soon

Furkan Gözükara SECourses•3/11/23, 9:00 PM

like corridor crew

Brofessor•3/11/23, 9:04 PM

thats very nice

Brofessor•3/11/23, 9:04 PM

There were very little tutorials on dreambooth for runpod

Brofessor•3/11/23, 9:05 PM

yours was a lifesaver

Brofessor•3/11/23, 9:05 PM

Just would be nice to have a list of parameters, because I am having hard time to find all of them in 1 hour videos

Brofessor•3/11/23, 9:05 PM

I watched 2 videos, but just checking which parameters you used would be much faster..

FFurkan Gözükara SECourses i am planning a style teaching video hopefully soon

Brofessor•3/11/23, 9:05 PM

Looking forward for it

FFurkan Gözükara SECourses but do you ask how to use captions? filewords?

Marikcraven•3/11/23, 9:07 PM

Yes, and what they are for. I've tried researching and found that it's either to include or exclude information but nothing definitive on which so maybe it's both?

Marikcraven•3/11/23, 9:09 PM

Meaning if I have a data set of images with a yellow car in too many of them I would use captions to tell the ai "yellow car" to make sure it doesn't try to train the yellow car? Hopefully that makes sense.

Brofessor•3/11/23, 9:22 PM

if your dataset is not too large, you can just photoshop it out, does not take much time actually

MMarikcraven Yes, and what they are for. I've tried researching and found that it's either to...

Furkan Gözükara SECourses•3/11/23, 9:30 PM

The primary reason is

Marikcraven•3/11/23, 9:30 PM

It's pretty big actually, and I'd also like to be able to teach it a few things for the same model not just a face, or one object.

Furkan Gözükara SECourses•3/11/23, 9:30 PM

Improving knowledge of model

Furkan Gözükara SECourses•3/11/23, 9:31 PM

So when you add a keyword

Furkan Gözükara SECourses•3/11/23, 9:31 PM

And associated with an image with it

Furkan Gözükara SECourses•3/11/23, 9:31 PM

Model gets improved to that new image for that keywords

Furkan Gözükara SECourses•3/11/23, 9:32 PM

In this video I explain how to use filewords

Furkan Gözükara SECourses•3/11/23, 9:32 PM

https://youtu.be/KwxNcGhHuLY

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DreamBooth Got Buffed - 22 January Update - Much Better Success Tra...

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Playlist of Stable Diffusion Tutorials...

Furkan Gözükara SECourses•3/11/23, 9:32 PM

They are also used to not memorize repetitive things in images but I am yet to test that

Marikcraven•3/11/23, 9:32 PM

Awesome. I'll watch that one right now. Thank you very much for the help.

MMarikcraven Awesome. I'll watch that one right now. Thank you very much for the help.

Furkan Gözükara SECourses•3/11/23, 9:33 PM

I am planning a technical video. Hopefully if I can make it, it will explain a lot

how about a video to find out how many images are necessary to train an image via dreambooth. I trie

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