Tutorial for running Stable Diffusion at home (czech only, but it's mostly a bunch of links to actual tutorials, and all of them are in english), but it also contains link to run language models and other interesting materials: https://bit.ly/af-2023-ai-art-doma
- my talk about AI on Animefest 2019
- recording: https://www.youtube.com/watch?v=WWrhXgaoSWM&ab_channel=AnimefestCZ
- presentation: https://drive.google.com/file/d/12jW7YbojmWCK6XPFqHpFyANgM6pHlY0X/view
- resources: https://gist.github.com/racinmat/b01d8cdb4f515a136644542dac19a5ea
- updated presentation, 2022: https://docs.google.com/presentation/d/11J_cCNyo7Yds93XcwqmAVN5PEtRZ46Aj/edit?usp=sharing&ouid=102632222370728552977&rtpof=true&sd=true
- updated resources, 2022: https://gist.github.com/racinmat/2f988eef70372ff90679ef88f450b8b8
- my talk about AI on Animefest 2023
- recording: https://www.youtube.com/watch?v=-TEjquDga04&t=4243s
- resources: https://bit.ly/animefest-skynet-sources
- presentation: https://bit.ly/animefest-skynet-slides
- talk on Festival Fantazie 2023 - updated version of Animefest 2023 and more detailed
- resources: https://bit.ly/ff-2023-ai-art-sources
- presentation: https://bit.ly/ff-2023-ai-art-slides
- talk on Ostrakon 2023 - updated version of Festival Fantazie 2023, base for this talk
- resources: https://bit.ly/ostrakon-2023-ai-art-sources
- presentation: https://bit.ly/ostrakon-2023-ai-art-slides
- workshop on stable diffusion on Advík 2023
- turing test
- number of layers in deep NN
- AI art
- https://en.wikipedia.org/wiki/Artificial_intelligence_art
- AARON - first attempts
- stylegan anime https://gwern.net/face
- number of atoms in universe https://www.thoughtco.com/number-of-atoms-in-the-universe-603795#:~:text=The%20universe%20is%20vast.,random%2C%20made%2Dup%20number.
- computation of dalle 1 dvae capacity https://www.wolframalpha.com/input?i=%3D8192%5E1024
- https://www.pathofexile.com/forum/view-thread/2138904
- https://civitai.com/images/626680?modelVersionId=56762&prioritizedUserIds=989837&period=AllTime&sort=Most+Reactions&limit=20
-
chinese service: photo->anime image
-
deep dream
- https://en.wikipedia.org/wiki/DeepDream
- https://www3.cs.stonybrook.edu/~cse352/T12talk.pdf
- original article https://ai.googleblog.com/2015/07/deepdream-code-example-for-visualizing.html
- inception paper https://arxiv.org/pdf/1409.4842.pdf
- 2015 article https://www.americanscientist.org/article/computer-vision-and-computer-hallucinations
- online on google colab https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/generative/deepdream.ipynb#scrollTo=F4RBFfIWNbG0
-
this XYZ does not exist
-
stylegan
-
midjourney
- discussions what it uses under the hood https://nerdschalk.com/does-midjourney-use-stable-diffusion/
-
dalle, dalle 2, dalle 3
- blogpost dalle 2 https://openai.com/product/dall-e-2
- blogpost dalle 1 https://openai.com/research/dall-e
- online demo https://labs.openai.com/
- dalle paper https://arxiv.org/pdf/2102.12092.pdf
- dalle dvae source code https://github.com/openai/DALL-E
- dalle 2 paper https://arxiv.org/pdf/2204.06125.pdf
- dalle blogpost https://openai.com/research/dall-e
- explanation
- VQ-VAE a DVAE
- functionality explained https://www.youtube.com/watch?v=VZFVUrYcig0
- paper https://arxiv.org/pdf/1711.00937.pdf
- article about dvae vocabulary https://towardsdatascience.com/almost-any-image-is-only-8k-vectors-c68c1b1aa6d2
- dalle 3
- paper https://cdn.openai.com/papers/dall-e-3.pdf
- blogpost https://openai.com/dall-e-3
- online demo
- https://labs.openai.com/
- in paid chatgpt https://chat.openai.com/
- free https://www.bing.com/images/create
- works in Bing Chat/Copilot
-
midjourney
-
stable diffusion
- github with source code - university group https://github.com/CompVis/stable-diffusion
- runway ml fork https://github.com/runwayml/stable-diffusion
- web of the paper https://ommer-lab.com/research/latent-diffusion-models/
- further research https://ommer-lab.com/research/latent-diffusion-models/further-research-based-on-stable-diffusion/
- paper https://arxiv.org/pdf/2112.10752.pdf
- number of parameters https://huggingface.co/docs/diffusers/v0.5.1/en/api/pipelines/stable_diffusion
- authors are at both university, and stability.ai
- relationship between stability.ai and stable diffusion https://www.technologyreview.com/2022/09/16/1059598/this-artist-is-dominating-ai-generated-art-and-hes-not-happy-about-it/
- relationship between stability ai, runway ml and university https://futurism.com/the-byte/stable-diffusion-stability-ai-risk-going-under
- public release https://stability.ai/blog/stable-diffusion-public-release
- computerphile explanation
- blog with explanation https://jalammar.github.io/illustrated-stable-diffusion/
- academic talk about diffusion models on FEL ČVUT https://www.youtube.com/watch?v=EOGsRz8I6Fk
- fast.ai course about all the details of the implementation
- videos
- course page https://forums.fast.ai/t/lesson-9-part-2-preview/101336
- whole deep learning course https://course.fast.ai/
- git repos
- https://medium.com/@steinsfu/stable-diffusion-clearly-explained-ed008044e07e
- another explanation https://stable-diffusion-art.com/how-stable-diffusion-work/
- samplers https://stable-diffusion-art.com/samplers/
- regional prompter https://www.youtube.com/watch?v=vZ3W62dxuXI&ab_channel=fofraiartandexperiments
- automatic1111 extension: https://github.com/hako-mikan/sd-webui-regional-prompter
- controlnet https://github.com/Mikubill/sd-webui-controlnet
- supreme schizo negative https://rentry.org/schizoneg
- schizo negative https://rentry.org/SchizoNegative
- comparison of dreambooth, textual inversion, lora atd. https://www.youtube.com/watch?v=dVjMiJsuR5o&ab_channel=koiboi
- textual inversion https://www.youtube.com/watch?v=2ityl_dNRNw&ab_channel=Aitrepreneur
- release history https://createlet.com/difference-between-stable-diffusion-models/
-
online systems for AI art detection
-
gpt-4 technic reports
-
running stable diffusion on google colab
- guide https://stable-diffusion-art.com/automatic1111-colab/
- seems not to be working, automatic1111 is forbidden on free version
- notebook with stable diffusion, but without Automatic1111 UI https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb
- guide https://stable-diffusion-art.com/automatic1111-colab/
-
stable diffusion 2
-
stable diffusion XL (SDXL)
-
painthua
-
video about making videos https://www.youtube.com/watch?v=8xJV4Yq7nog&ab_channel=Mickmumpitz
-
video about summer 2023 state of generation https://www.youtube.com/watch?v=-JQDtzSaAuA
- dataset sizes
- lsun https://arxiv.org/pdf/1506.03365.pdf
- LAION
- have i been trained
- https://www.theverge.com/2023/1/16/23557098/generative-ai-art-copyright-legal-lawsuit-stable-diffusion-midjourney-deviantart
- browser laion aestehetic https://laion-aesthetic.datasette.io/laion-aesthetic-6pls/images
- https://80.lv/articles/exploring-the-images-used-to-train-stable-diffusion-s-ai/
- foocus https://github.com/lllyasviel/Fooocus
- comfyui https://github.com/comfyanonymous/ComfyUI
- class action lawsuit
- https://www.theverge.com/2023/1/16/23557098/generative-ai-art-copyright-legal-lawsuit-stable-diffusion-midjourney-deviantart
- https://www.reuters.com/legal/transactional/lawsuits-accuse-ai-content-creators-misusing-copyrighted-work-2023-01-17/
- https://www.theverge.com/2022/11/8/23446821/microsoft-openai-github-copilot-class-action-lawsuit-ai-copyright-violation-training-data
- getty images
- https://analyticsindiamag.com/stability-ai-midjourney-face-legal-woes-as-shutterstock-settles-with-artists/
- comic
- midjourney fair contest
web ui: https://github.com/AUTOMATIC1111/stable-diffusion-webui
- DCGAN https://arxiv.org/abs/1511.06434
- CLIP
- blogpost https://openai.com/research/clip
- source code https://github.com/openai/CLIP
- paper https://arxiv.org/pdf/2103.00020.pdf
- VIT
- LoRA
- paper https://arxiv.org/pdf/2106.09685.pdf