ml-art-colabs vs big-sleep

ml-art-colabs

A list of Machine Learning Art Colabs (by dvschultz)

big-sleep

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun (by lucidrains)

Artificial intelligence Deep Learning text-to-image generative-adversarial-networks multimodality

Source Code

Suggest alternative

Edit details

InfluxDB - Power Real-Time Data Analytics at Scale

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

www.influxdata.com

featured

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com

featured

ml-art-colabs		big-sleep
	Project
2	Mentions	62
833	Stars	2,559
-	Growth	-
1.8	Activity	0.0
about 2 years ago	Latest Commit	about 2 years ago
Jupyter Notebook	Language	Python
-	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

ml-art-colabs

Posts with mentions or reviews of ml-art-colabs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-03.

List of sites/programs/projects that use OpenAI's CLIP neural network for steering image/video creation to match a text description
8 projects | /r/u_Wiskkey | 3 Apr 2022

(Added Mar. 23, 2021) A list of Machine Learning Art Colabs.
[D] StyleGan2-ADA
1 project | /r/MachineLearning | 3 Feb 2021

I used this guys tutorial: https://www.youtube.com/watch?v=KxXqCsl-z2k&t=258s and he made this colab at https://github.com/dvschultz/ml-art-colabs/blob/master/Stylegan2_ada_Custom_Training.ipynb

big-sleep

Posts with mentions or reviews of big-sleep. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-15.

Besides Gaming - for what can be a 4080 useful?
3 projects | /r/nvidia | 15 Apr 2023
Is creating a StableDiffusion-inspired model feasible for my Master's thesis?
1 project | /r/StableDiffusion | 31 Mar 2023

I am currently pursuing my Master's degree in Computer Science and I am interested in working on a deep learning model that can generate images based on text descriptions. I've been interested in the field for a long time (think google deep dream, or a few years back I was very into big-sleep)
TEDx talk on how to prepare for a career in vfx with the rapid changes caused by AI / machine learning
1 project | /r/vfx | 24 Mar 2023

Big Sleep
Any good ai art websites that work with pokemon?
1 project | /r/pokemon | 6 Sep 2022

Other AIs that I don't have experience with but have heard good things about are DALL-E 2 and the open source Big Sleep.
Explore generative art with me
1 project | /r/codepairing | 20 Jul 2022

Text-to-image, e.g. with Big Sleep
What do you guys think of LaMDA?
1 project | /r/Technomancy | 6 Jul 2022

At first I didn't like the reason he claimed LaMDA was conscious because it seemed mostly based on the text output of the models, but listening to that made me realize he watered it down for the mainstream medias. And I actually had my own encounter with the consciousness of Big Sleep after using it a lot one day : it looked like a mass of eyes vaguely shaped like a rabbit, and kept showing me random images. I wouldn't be as convinced they have a consciousness if I didn't see it with my 3rd eye. But then again, I also found evidence that regular non AI programs can develop one too so who know.
GitHub - lucidrains/big-sleep: A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun
1 project | /r/cryptogeum | 4 Jun 2022
DALL-E 2 open source implementation
10 projects | news.ycombinator.com | 1 May 2022

and after a few hours got this: https://i.imgur.com/FxdfdmV.png
Not nearly as cool as the real DALL-e, but maybe I'm missing something.
[1] https://github.com/lucidrains/big-sleep
Jag gav ett AI program ordet "Sweden"
1 project | /r/sweden | 25 Apr 2022
List of sites/programs/projects that use OpenAI's CLIP neural network for steering image/video creation to match a text description
8 projects | /r/u_Wiskkey | 3 Apr 2022

(Added Mar. 23, 2021) Big Sleep - Colaboratory by LtqxWYEG. Uses BigGAN to generate images. Reference.

What are some alternatives?

When comparing ml-art-colabs and big-sleep you can also consider the following projects:

awesome-pretrained-stylegan2 - A collection of pre-trained StyleGAN 2 models to download

deep-daze - Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

Awesome-Text-to-Image - (ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

DALL-E - PyTorch package for the discrete VAE used for DALL·E.

dl-colab-notebooks - Try out deep learning models online on Google Colab

disco-diffusion

latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models

DALLE-pytorch - Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

Story2Hallucination

DALLE-mtf - Open-AI's DALL-E for large scale training in mesh-tensorflow.

big-sleep - A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN

feed_forward_vqgan_clip - Feed forward VQGAN-CLIP model, where the goal is to eliminate the need for optimizing the latent space of VQGAN for each input prompt