clip-guided-diffusion
big-sleep
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| clip-guided-diffusion | big-sleep | |
|---|---|---|
| 5 | 62 | |
| 440 | 2,548 | |
| - | - | |
| 1.8 | 0.0 | |
| about 2 years ago | about 2 years ago | |
| Python | Python | |
| MIT License | MIT License |
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clip-guided-diffusion
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[D] Which GAN is Jon Rafman using?
According to his bio he uses "clip-guided diffusion". Never heard of it before, but it appears to not use GANs. Text model and image classifier.
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Someone posted my art on this subreddit and it reached the front page without credit, so I thought I'd post something myself
But yeah this software generates similar but to be fair not nearly as “aesthetic” gifs with a single terminal command and actually 0 photoshop.
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AI-generated image for "ghost town at night"
I used CLIP guided diffusion to generate the image (see OpenAi CLIP).
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Smoggy place. By AI
I used this https://github.com/afiaka87/clip-guided-diffusion. No reference at all only a prompt "Steampunk town"
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Trying out new method of generating pixels from text
I used this method. It consumes about 8gb of vram and takes about 20 minutes to generate 1 image. You can also import it in colab. And if you get an unlucky seed, you have to reset the timer and start crafting your items again.
big-sleep
- Besides Gaming - for what can be a 4080 useful?
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Is creating a StableDiffusion-inspired model feasible for my Master's thesis?
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)
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TEDx talk on how to prepare for a career in vfx with the rapid changes caused by AI / machine learning
Big Sleep
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Any good ai art websites that work with pokemon?
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.
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Explore generative art with me
Text-to-image, e.g. with Big Sleep
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What do you guys think of LaMDA?
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
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DALL-E 2 open source implementation
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"
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List of sites/programs/projects that use OpenAI's CLIP neural network for steering image/video creation to match a text description
(Added Mar. 23, 2021) Big Sleep - Colaboratory by LtqxWYEG. Uses BigGAN to generate images. Reference.
What are some alternatives?
stylegan2-ada - StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
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
discoart - 🪩 Create Disco Diffusion artworks in one line
DALL-E - PyTorch package for the discrete VAE used for DALL·E.
blended-diffusion - Official implementation for "Blended Diffusion for Text-driven Editing of Natural Images" [CVPR 2022]
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