Stable Diffusion: DALL-E 2 For Free, For Everyone!
Skills:
Image Generation Basics80%
Key Takeaways
Explains Stable Diffusion, a free alternative to DALL-E 2, using latent diffusion models for high-resolution image synthesis
Original Description
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers
📝 The paper "High-Resolution Image Synthesis with Latent Diffusion Models" is available here:
https://ommer-lab.com/research/latent-diffusion-models/
https://github.com/mallorbc/stable-diffusion-klms-gui
❗Try it here (we seem to have crashed it...again 😅, but sometimes it works, please be patient!): https://huggingface.co/spaces/stabilityai/stable-diffusion
❗Or here: https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb
Great notebooks to try:
https://www.reddit.com/r/StableDiffusion/comments/wzk78c/colab_notebook_sd_hiki_by_daswerq123_has_a/
https://github.com/pinilpypinilpy/sd-webui-colab-simplified
https://github.com/victordibia/peacasso
Run it on your own graphics card: https://github.com/CompVis/stable-diffusion
Guide on how to run it at home: https://www.assemblyai.com/blog/how-to-run-stable-diffusion-locally-to-generate-images/
Image to image translation: https://twitter.com/AnjneyMidha/status/1564290733917360128
Turn your drawings into images: https://huggingface.co/spaces/huggingface/diffuse-the-rest
Run it on an M1 Mac - https://replicate.com/blog/run-stable-diffusion-on-m1-mac
Even more resources:
https://multimodal.art/news/1-week-of-stable-diffusion
Dreaming: https://twitter.com/_nateraw/status/1560320480816545801
❗Interpolation: https://twitter.com/xsteenbrugge/status/1558508866463219712
❗Full video of interpolation: https://www.youtube.com/watch?v=Bo3VZCjDhGI
Interpolation (other): https://replicate.com/andreasjansson/stable-diffusion-animation
Portrait interpolation: https://twitter.com/motionphi/status/1565377550401998848
Felícia Zsolnai-Fehér's works (the chimp drawing): http://felicia.hu
Fantasy examples:
https://twitter.com/DiffusionPics/status/1562172051171016706/photo/1
https://twitter.com/DiffusionPics/status/1562012909470748674/photo/1
https://twitter.com/DiffusionPics/status/15626250207901
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Uploads from Two Minute Papers · Two Minute Papers · 0 of 60
← Previous
Next →
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
Fluid Simulations with Blender and Wavelet Turbulence | Two Minute Papers #1
Two Minute Papers
Capturing Waves of Light With Femto-photography | Two Minute Papers #2
Two Minute Papers
Artificial Neural Networks and Deep Learning | Two Minute Papers #3
Two Minute Papers
Blender Rendering - Top 7 LuxRender Features
Two Minute Papers
Simulating Breaking Glass | Two Minute Papers #4
Two Minute Papers
Time Lapse Videos From Community Photos | Two Minute Papers #5
Two Minute Papers
AI Learns Van Gogh's Art
Two Minute Papers
Hydrographic Printing | Two Minute Papers #7
Two Minute Papers
Announcing LuxRender 1.5
Two Minute Papers
Digital Creatures Learn To Walk | Two Minute Papers #8
Two Minute Papers
Manipulating Photorealistic Renderings | Two Minute Papers #9
Two Minute Papers
Adaptive Fluid Simulations | Two Minute Papers #10
Two Minute Papers
Building Bridges With Flying Machines | Two Minute Papers #11
Two Minute Papers
Reconstructing Sound From Vibrations | Two Minute Papers #12
Two Minute Papers
Creating Photographs Using Deep Learning | Two Minute Papers #13
Two Minute Papers
Adaptive Cloth Simulations | Two Minute Papers #14
Two Minute Papers
Synthesizing Sound From Collisions | Two Minute Papers #15
Two Minute Papers
Metropolis Light Transport | Two Minute Papers #16
Two Minute Papers
3D Printing a Glockenspiel | Two Minute Papers #17
Two Minute Papers
Modeling Colliding and Merging Fluids | Two Minute Papers #18
Two Minute Papers
Recurrent Neural Network Writes Music and Shakespeare Novels | Two Minute Papers #19
Two Minute Papers
Gradients, Poisson's Equation and Light Transport | Two Minute Papers #20
Two Minute Papers
Real-Time Facial Expression Transfer | Two Minute Papers #21
Two Minute Papers
Automatic Lecture Notes From Videos | Two Minute Papers #22
Two Minute Papers
Be a Part of Two Minute Papers on Patreon!
Two Minute Papers
Recurrent Neural Network Writes Sentences About Images | Two Minute Papers #23
Two Minute Papers
How Does Deep Learning Work? | Two Minute Papers #24
Two Minute Papers
Cryptography, Perfect Secrecy and One Time Pads | Two Minute Papers #25
Two Minute Papers
Terrain Traversal with Reinforcement Learning | Two Minute Papers #26
Two Minute Papers
Multiple-Scattering Microfacet BSDFs with the Smith Model
Two Minute Papers
Google DeepMind's Deep Q-Learning & Superhuman Atari Gameplays | Two Minute Papers #27
Two Minute Papers
Are We Living In a Computer Simulation? | Two Minute Papers #28
Two Minute Papers
Artificial Superintelligence [Audio only] | Two Minute Papers #29
Two Minute Papers
Automatic Parameter Control for Metropolis Light Transport | Two Minute Papers #30
Two Minute Papers
Randomness and Bell's Inequality [Audio only] | Two Minute Papers #31
Two Minute Papers
OpenAI - Non-profit AI company by Elon Musk and Sam Altman
Two Minute Papers
How Do Genetic Algorithms Work? | Two Minute Papers #32
Two Minute Papers
Painting with Fluid Simulations | Two Minute Papers #33
Two Minute Papers
Peer Review #1 [Audio only] | Two Minute Papers
Two Minute Papers
Neural Programmer-Interpreters Learn To Write Programs | Two Minute Papers #34
Two Minute Papers
9 Cool Deep Learning Applications | Two Minute Papers #35
Two Minute Papers
Designing Cities and Furnitures With Machine Learning | Two Minute Papers #36
Two Minute Papers
Designing 3D Printable Robotic Creatures | Two Minute Papers #37
Two Minute Papers
3D Printing Objects With Caustics | Two Minute Papers #38
Two Minute Papers
Interactive Editing of Subsurface Scattering | Two Minute Papers #39
Two Minute Papers
Simulating Viscosity and Melting Fluids | Two Minute Papers #40
Two Minute Papers
What Do Virtual Objects Sound Like? | Two Minute Papers #41
Two Minute Papers
How DeepMind Conquered Go With Deep Learning (AlphaGo) | Two Minute Papers #42
Two Minute Papers
Breaking Deep Learning Systems With Adversarial Examples | Two Minute Papers #43
Two Minute Papers
Extrapolations and Crowdfunded Research (Experiment) | Two Minute Papers #44
Two Minute Papers
Biophysical Skin Aging Simulations | Two Minute Papers #45
Two Minute Papers
What is Impostor Syndrome? | Two Minute Papers #46
Two Minute Papers
Should You Take the Stairs at Work? (For Weight Loss) | Two Minute Papers #47
Two Minute Papers
Artistic Manipulation of Caustics | Two Minute Papers #48
Two Minute Papers
Deep Learning Program Learns to Paint | Two Minute Papers #49
Two Minute Papers
Interactive Photo Recoloring | Two Minute Papers #50
Two Minute Papers
How To Get Started With Machine Learning? | Two Minute Papers #51
Two Minute Papers
Awesome Research For Everyone! - Two Minute Papers Channel Trailer
Two Minute Papers
10 More Cool Deep Learning Applications | Two Minute Papers #52
Two Minute Papers
How DeepMind's AlphaGo Defeated Lee Sedol | Two Minute Papers #53
Two Minute Papers
More on: Image Generation Basics
View skill →Related Reads
📰
📰
📰
📰
50+ Sequential Images, One Prompt in Codex
Medium · ChatGPT
How can I batch-generate 3D assets from prompts or images using an API, and which 3D generation APIs support batch generation?
Reddit r/artificial
How AI Head Swap Works: The Technology Behind Realistic AI Image Replacement
Dev.to AI
How I Built an AI Pet Portrait Generator That Turns Photos Into Art
Dev.to · William Li
🎓
Tutor Explanation
DeepCamp AI