Software Engineering Courses (SECourses)•3y ago

https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/7717

GitHub

Fix: v0.91.0 of fastapi Cannot add middleware after an application ...

…s started
fix #7714
Traceback (most recent call last):
File "launch.py", line 361, in <module>
start()
File "launch.py", line 356, in start
webui.webui()
Fi...

JJudas Thomas Hello, I have 300 steps per image, but with 10 images I have 16800 steps. What h...

Furkan Gözükara SECoursesOP•2/12/23, 12:54 AM

300 x 10 x 2 for dreambooth. Make sure that you don't have sub folders inside your training filer

Furkan Gözükara SECoursesOP•2/12/23, 12:54 AM

Folder I am sleeping

Jiro•2/12/23, 12:58 AM

what i need to do after download fastapi file ?

n8hawk_•2/12/23, 1:07 AM

hi there! i already made some nice trained images via google colab and hf. then I decided to not only use automatic1111 locally for image generation but upgrade my graiccard from a 1660 to a 3060 with 12gb to be able to run dreambooth as well on my own hardware.
i was able to run some dreambboth creation but obviously there had been som error in setup.
then I tried to follow the git bash d8f8bcb821fa62e943eb95ee05b8a949317326fe command to bring my setup to the level from the last tut- and somehow killed the whole auomatic1111 instal

FFurkan Gözükara SECourses 300 x 10 x 2 for dreambooth. Make sure that you don't have sub folders inside yo...

Judas Thomas•2/12/23, 1:07 AM

Thanks!

Jiro•2/12/23, 1:26 AM

Jiro•2/12/23, 1:27 AM

i tried to install fastapi but still error

Jiro•2/12/23, 3:46 AM

i solved it by upgrading fastapi on python in venv folder i was not able to pass because i execute above python command in appdata folder

Apolean•2/12/23, 5:57 AM

Dreamboth Tutorial Video Question: Hi, I followed your video tutorial but can’t get the Dreambooth tab to show up in my webui. The log shows: ModuleNotFoundError: No module named 'tensorflow.python' I have tried deleting and reinstalling the extension as well as updating to the most recent version of python. I'm also trying to start over by installing the webui to a new location on my computer but it always has errors how when I do this now. Any idea how I can best proceed? (I don’t understand any coding languages) Thanks.

Colored Tonalities•2/12/23, 6:49 AM

@Dr. Furkan Gözükara have you read the original paper for 1.5?
https://arxiv.org/abs/2103.00020

arXiv.org

Learning Transferable Visual Models From Natural Language Supervision

State-of-the-art computer vision systems are trained to predict a fixed set
of predetermined object categories. This restricted form of supervision limits
their generality and usability since...

Colored Tonalities•2/12/23, 6:54 AM

If I understand this correctly:
2.1 is based on LAION-5B dataset, and 1.5 is based on CLIP
1.5 is based on LAION-5B dataset containing Adult Material
Stable Diffusion v1 was trained on subsets of LAION-2B(en) which is based on primarily english descriptions

The Stable-Diffusion-v1-5 checkpoint was initialized with the weights of the Stable-Diffusion-v1-2 checkpoint and subsequently fine-tuned on 595k steps at resolution 512x512 on "laion-aesthetics v2 5+" and 10% dropping of the text-conditioning to improve classifier-free guidance sampling.

Stable Diffusion 2.x uses a machine learning model called MiDaS that’s trained on a combination of 2D and 3D image data — in particular, it was trained using a 3D movies dataset containing pairs of stereoscopic images. With this training, the model can look at a 2D scene and then back into a 3D representation of it.

Stable Diffusion 1.0 used OpenAI’s CLIP model for interpreting text prompts, but 2.x switches over to a newer model called OpenCLIP that brings a number of improvements, but also is the source of some complaints.

Both the OpenCLIP model and its predecessor are open-source, but only OpenCLIP was trained on an open database of images. This open database has a few important differences from the proprietary database OpenAI used to train the CLIP model used in SD 1.5:

It was explicitly and aggressively filtered for NSFW images

It contains fewer celebrities and named artists

Some terms that dominated CLIP to an unreasonable degree (“Greg Rutkowski,” “trending on artstation”) are now either absent or their dominance is greatly reduced.

AApolean Dreamboth Tutorial Video Question: Hi, I followed your video tutorial but can’t ...

Gant•2/12/23, 7:13 AM

Use “pip install tensorflow”

Apolean•2/12/23, 7:23 AM

@Gant Thanks for your response, I did that earlier but wasn't sure if I did it right, I just rebooted now and the tab is finally there, yippy!!!

Colored Tonalities•2/12/23, 9:20 AM

https://www.youtube.com/watch?v=Z_ikDlimN6A&t=2s

YouTubeDaniel Bourke

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All code on GitHub - https://dbourke.link/pt-github
Ask a question - https://dbourke.link/pt-github-discussions
Read the course materials online - https://learnpytorch.io
Sign up for the full course on Zero to Mastery (20+ hours more video) - https:/...

AApolean Dreamboth Tutorial Video Question: Hi, I followed your video tutorial but can’t ...

Furkan Gözükara SECoursesOP•2/12/23, 9:46 AM

hi welcome. i can connect your computer and do quick install

Furkan Gözükara SECoursesOP•2/12/23, 9:46 AM

but you can watch this video to do fresh install if you want

AApolean @Gant Thanks for your response, I did that earlier but wasn't sure if I did it r...

Furkan Gözükara SECoursesOP•2/12/23, 9:46 AM

ah i am glad you did

CColored Tonalities @Dr. Furkan Gözükara have you read the original paper for 1.5? https://arxiv.o...

Furkan Gözükara SECoursesOP•2/12/23, 9:47 AM

i think i did read but not remembering much atm

Furkan Gözükara SECoursesOP•2/12/23, 9:47 AM

which image is best you think for thumbnail

Furkan Gözükara SECoursesOP•2/12/23, 9:47 AM

Pepper•2/12/23, 9:50 AM

@Dr. Furkan Gözükara i really appreciate what you do here. i mean... you go way above normal helping, and get to the core of the problem... with everyone! i am so happy i found this discord. you've solved so many issues i've had with SD. my coworkers are all going to MJ, but i feel like it's a limitation by it's easy and simplistic output. SD is where it's going to be.

FFurkan Gözükara SECourses which image is best you think for thumbnail

Pepper•2/12/23, 9:51 AM

pleaase make larger.

Pepper•2/12/23, 9:53 AM

wshatever this is

Pepper•2/12/23, 9:53 AM

Pepper•2/12/23, 9:53 AM

has good color balance, and nice detail. realistic background

FFurkan Gözükara SECourses which image is best you think for thumbnail

乂

乂AHM3D乂•2/12/23, 9:54 AM

2nd and 17th

Pepper•2/12/23, 9:54 AM

color balance is super on this one.

Pepper•2/12/23, 9:55 AM

This one, thouh

Pepper•2/12/23, 9:55 AM

ppl might be like, I WANT TO MAKE THAT

Pepper•2/12/23, 9:56 AM

the contrast of green on bottom to red on top, make ppl enjoy an image.

Pepper•2/12/23, 9:57 AM

Your thumb will be go from sketch to art, will you show the line art?

Furkan Gözükara SECoursesOP•2/12/23, 9:58 AM

i am uploading files so you can check better

Furkan Gözükara SECoursesOP•2/12/23, 9:58 AM

this is i am explaining in this video

Pepper•2/12/23, 9:58 AM

乂

乂AHM3D乂•2/12/23, 9:59 AM

@Dr. Furkan Gözükara sir can you please share your configuration of SD as you have the same memory GPU?

Furkan Gözükara SECoursesOP•2/12/23, 10:00 AM

https://we.tl/t-8Gn4gMzuAu

selected images.zip

1 file sent via WeTransfer, the simplest way to send your files around the world

乂乂AHM3D乂 @Dr. Furkan Gözükara sir can you please share your configuration of SD as you ha...

Furkan Gözükara SECoursesOP•2/12/23, 10:00 AM

ahmed can you instally any desk i can make a fresh intallation

Furkan Gözükara SECoursesOP•2/12/23, 10:00 AM

that is best wy

Pepper•2/12/23, 10:00 AM

when i said earlier that nothing good happens in that hour.... that hours is now, here. super tired. 2 am. ( i know yours was 3:14 or something, but same,... no good decisions)