Software Engineering Courses (SECourses)•3y ago

hm, I will take a look at your reg images, I'd been using Aitrepreneur's images but it looks like yo

hm, I will take a look at your reg images, I'd been using Aitrepreneur's images but it looks like your dataset is much larger (5200 images vs 1000 for his)

ZaxOP•12/26/23, 10:51 PM

also, do you have tips for number of images vs repeats? Is there some target I'm aiming for like images*repeats=500, or something like that?

ZaxOP•12/26/23, 10:53 PM

oh yeah these images are way more diverse. Ethnicities, ages, body shapes. I'll have a try with these. Thanks!

ZZax hm, I will take a look at your reg images, I'd been using Aitrepreneur's images ...

Furkan Gözükara SECourses•12/26/23, 10:53 PM

my images are manually collected

Furkan Gözükara SECourses•12/26/23, 10:53 PM

i spent over 5 days

ZZax also, do you have tips for number of images vs repeats? Is there some target I'm...

Furkan Gözükara SECourses•12/26/23, 10:53 PM

i suggest repeat 200

Furkan Gözükara SECourses•12/26/23, 10:54 PM

and save based number of steps

Furkan Gözükara SECourses•12/26/23, 10:54 PM

so 1 epoch

Furkan Gözükara SECourses•12/26/23, 10:54 PM

200 repeat

ZaxOP•12/26/23, 10:54 PM

repeat 200 regardless of the number of images?

ZZax repeat 200 regardless of the number of images?

Furkan Gözükara SECourses•12/26/23, 10:54 PM

how many train images you have?

ZaxOP•12/26/23, 10:54 PM

Furkan Gözükara SECourses•12/26/23, 10:54 PM

ok it is quite a lot

Furkan Gözükara SECourses•12/26/23, 10:55 PM

make repeat 130

Furkan Gözükara SECourses•12/26/23, 10:55 PM

because otherwise you will need more reg images

Furkan Gözükara SECourses•12/26/23, 10:55 PM

also 130 epoch is decent for 39 images

ZaxOP•12/26/23, 10:55 PM

is there an ideal ratio of reg images to training images?

ZZax is there an ideal ratio of reg images to training images?

Furkan Gözükara SECourses•12/26/23, 10:55 PM

actually the more you use it is better

Furkan Gözükara SECourses•12/26/23, 10:55 PM

therefore we try to use max

Furkan Gözükara SECourses•12/26/23, 10:55 PM

but as you do more repeat

Furkan Gözükara SECourses•12/26/23, 10:55 PM

it will do more epochs

Furkan Gözükara SECourses•12/26/23, 10:55 PM

200 repeat actually means 200 epoch

Furkan Gözükara SECourses•12/26/23, 10:56 PM

not exactly due to scripts random image training logic but almost equal

ZaxOP•12/26/23, 10:57 PM

ok so 130*39=5070, which is close to 5200 which is the number of regularization images. Is that number similarity a coincidence or is that what I'm aiming for, for the number of repeats multiplied by the number of images to be about equal to the number of reg images?

ZZax ok so 130*39=5070, which is close to 5200 which is the number of regularization ...

Furkan Gözükara SECourses•12/26/23, 10:58 PM

ye i calculated that way

Furkan Gözükara SECourses•12/26/23, 10:59 PM

but it could lead to overtraining

Furkan Gözükara SECourses•12/26/23, 10:59 PM

since it will be equal to

Furkan Gözükara SECourses•12/26/23, 10:59 PM

130 * 39 * 2 steps

Furkan Gözükara SECourses•12/26/23, 10:59 PM

usually 15 images with 150 repeat yields good results even little bit overtrained for realism

FFurkan Gözükara SECourses good working

AIGambino•12/26/23, 11:02 PM

AAIGambino Click to see attachment

Furkan Gözükara SECourses•12/26/23, 11:22 PM

must be out of vram

Furkan Gözükara SECourses•12/26/23, 11:22 PM

show task manager

Furkan Gözükara SECourses•12/26/23, 11:22 PM

gpu

Furkan Gözükara SECourses•12/26/23, 11:22 PM

you know i can connect your pc and fix your python installaating and everything with private lecture

Furkan Gözükara SECourses•12/26/23, 11:22 PM

or you can follow this tutorial and instrall everything properly https://youtu.be/-NjNy7afOQ0

YouTubeSECourses

Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compi...

Welcome to the Pillars of AI Application Libraries: How to Install Tutorial!

Are you ready to embark on a journey of installing AI libraries and applications with ease?

In this video, we'll guide you through the process of installing Python, Git, Visual Studio C++ Compile tools, and FFmpeg on your Windows 10 machine.

We'll also show you ho...

Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compi...

Zono50•12/27/23, 12:32 AM

What is the most effective method of inpainting now?

ZZono50 What is the most effective method of inpainting now?

Furkan Gözükara SECourses•12/27/23, 12:47 AM

can you eloborate more?

Zono50•12/27/23, 12:48 AM

I see people making many crazy cursed images on Facebook. I try on stable diffusion and just doesn't work, like this one of krampus and pit bulls

Zono50•12/27/23, 12:48 AM

I assume they are inpainting the details

Original message was deleted

Furkan Gözükara SECourses•12/27/23, 12:49 AM

yes mask the area in auto1111 and inpaint

Furkan Gözükara SECourses•12/27/23, 12:49 AM

i think they are doing that

Zono50•12/27/23, 12:50 AM

Do you recommend inpaint models, controlnet inpainting or sdxl?

ZZono50 Do you recommend inpaint models, controlnet inpainting or sdxl?

Furkan Gözükara SECourses•12/27/23, 12:51 AM

i think just masking and inpainting with good prompt should work for that level of image

Furkan Gözükara SECourses•12/27/23, 12:51 AM

but you can try sd 1.5 controlnet inpainting nodes too

FFurkan Gözükara SECourses must be out of vram

AIGambino•12/27/23, 3:11 AM

AIGambino•12/27/23, 3:13 AM

https://pastebin.pl/view/23f066af

ttttt - Pastebin

Pastebin.pl is a website where you can store code/text online for a set period of time and share to anybody on earth

paleolithic•12/27/23, 3:51 AM

Need some help, need to ideate on what the background should look like. Is there something in control net I can use to ideate some background ideas?

Cc: @Dr. Furkan Gözükara

Darth Teethius•12/27/23, 5:34 AM

Anyone recommend a good lora dim/alpha for realistic sdxl models? Is 128/1 still best or has everyone moved to the dreamboat extract mode now?

FFurkan Gözükara SECourses usually 15 images with 150 repeat yields good results even little bit overtraine...

Baran•12/27/23, 11:10 AM

for one epoch?

BBaran for one epoch?

ZaxOP•12/27/23, 11:39 AM

if I'm correctly understanding what he's saying, an "epoch" is a "full run" of training on your data set. So multiple epochs constitutes multiple runs of training on your data set. This is functionally the same thing as doing repeats for images. so your total number of steps is [training images] x [repeats] x [epochs], and take that and double it if you have regularization images. So doing 15 training images with 150 repeats and 1 epoch is 2250 steps (or 4500 with reg images). If you instead did 15 training images with 10 repeats for 15 epochs, that would also be 2250 steps (4500 with regs).

Max•12/27/23, 12:48 PM

guys I have a question. Why does it give me a different output every time I copy a prompt from civitai and paste it into sdxl with the same settings? Shouldn't he give the same? Do I have to install like texture inversion? Help me

hm, I will take a look at your reg images, I'd been using Aitrepreneur's images but it looks like yo

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