stable-diffusion
textual_inversion
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stable-diffusion | textual_inversion | |
---|---|---|
382 | 30 | |
64,751 | 2,743 | |
2.3% | - | |
0.0 | 0.8 | |
7 days ago | about 1 year ago | |
Jupyter Notebook | Jupyter Notebook | |
GNU General Public License v3.0 or later | MIT License |
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.
stable-diffusion
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Go is bigger than crab!
Which is a 1-click install of Stable Diffusion with an alternative web interface. You can choose a different approach but this one is pretty simple and I am new to this stuff.
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Why & How to check Invisible Watermark
an invisible watermarking of the outputs, to help viewers identify the images as machine-generated.
- Automatic1111 - Multiple GPUs
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Falcon 40B LLM which beats Llama license changed to Apache 2.0
Agree. The Stable Diffusion Open RAIL M license: "You agree not to use the Model or Derivatives of the Model ... To defame, disparage or otherwise harass others"
Does "disparage" have a settled meaning in law?
https://github.com/CompVis/stable-diffusion/blob/main/LICENS...
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question?
If you downloaded from https://github.com/CompVis/stable-diffusion that's the problem. It's the real Stable Diffusion, but not what you want to use to generate images. The most popular Stable Diffusion interface is https://github.com/AUTOMATIC1111/stable-diffusion-webui. Make sure to read the install instructions.
- Synthetic data generation for model training · Issue #350 · CompVis/stable-diffusion
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Not quite sure what this means practically but figured it might of interest to the community.
sure thing!
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Can I use SD to generate group pictures (of say, me and my cousin, or me and multiple cousins)?
Read the official docs for Stable Diffusion.
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Tools For AI Animation and Filmmaking , Community Rules, ect. (**FAQ**)
Stable Diffusion (2D Image Generation and Animation) https://github.com/CompVis/stable-diffusion (Stable Diffusion V1) https://huggingface.co/CompVis/stable-diffusion (Stable Diffusion Checkpoints 1.1-1.4) https://huggingface.co/runwayml/stable-diffusion-v1-5 (Stable Diffusion Checkpoint 1.5) https://github.com/Stability-AI/stablediffusion (Stable Difusion V2) https://huggingface.co/stabilityai/stable-diffusion-2-1/tree/main (Stable Diffusion Checkpoint 2.1) Stable Diffusion Automatic 1111 Webui and Extensions https://github.com/AUTOMATIC1111/stable-diffusion-webui (WebUI - Easier to use) PLEASE NOTE, MANY EXTENSIONS CAN BE INSTALLED FROM THE WEBUI BY CLICK "AVAILABLE" OR "INSTALL FROM URL" BUT YOU MAY STILL NEED TO DOWNLOAD THE MODEL CHECKPOINTS! https://github.com/Mikubill/sd-webui-controlnet (Control Net Extension - Use various models to control your image generation, useful for animation and temporal consistency) https://huggingface.co/lllyasviel/ControlNet/tree/main/models (Control Net Checkpoints -Canny, Normal, OpenPose, Depth, ect.) https://github.com/thygate/stable-diffusion-webui-depthmap-script (Depth Map Extension - Generate high-resolution depthmaps and animated videos or export to 3d modeling programs) https://github.com/graemeniedermayer/stable-diffusion-webui-normalmap-script (Normal Map Extension - Generate high-resolution normal maps for use in 3d programs) https://github.com/d8ahazard/sd_dreambooth_extension (Dream Booth Extension - Train your own objects, people, or styles into Stable Diffusion) https://github.com/deforum-art/sd-webui-deforum (Deforum - Generate Weird 2D animations) https://github.com/deforum-art/sd-webui-text2video (Deforum Text2Video - Generate videos from texts prompts using ModelScope or VideoCrafter)
textual_inversion
- FLiP Stack Weekly for 06 February 2023
- Embeddings without using AUTO1111
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How to use embeddings with PyTorch
Checking out https://github.com/rinongal/textual_inversion, which has some possibly informative examples and scripts.
- Advice on Automatic1111 textual inversion tuning?
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Question About Running Local Textual Inversion
Rinongal and nicolai256 versions, the latter of which is also the one explained in Nerdy Rodent's youtube video https://www.youtube.com/watch?v=WsDykBTjo20, work but they also have an issue of lacking editability in comparison to one made by huggingface's collab which is followed up in a very long issue on Rinongal's Github. You can add accumulate_grad_batches: 4 to the end of the finetune files like shown in Nerdy Rodent's video at this time stamp to try to alleviate this issue, but the quality isn't as good as one made in the online collab.
- Useful link
- Teach new concepts to Stable Diffusion with 3-5 images only - and browse a library of learned concepts to use
- [D] Most Popular AI Research Aug 2022 - Ranked Based On GitHub Stars
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Textual Inversion Help
So I'm trying to do things with textual inversion, which seems to be supported by the SD model? However, the github commands meant to make it work found here don't work. trying to run "mkdir -p models/ldm/text2img-large/" for example gives me a syntax error. I have no idea what the syntax for python is, so I don't know what's wrong. But it's the second step and I'm not sure what the issues are.
- Most Popular AI Research Aug 2022 pt. 2 - Ranked Based On GitHub Stars
What are some alternatives?
GFPGAN - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
diffusers-uncensored - Uncensored fork of diffusers
diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
VQGAN-CLIP - Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.
onnx - Open standard for machine learning interoperability
fast-stable-diffusion - fast-stable-diffusion + DreamBooth
dalle-mini - DALL·E Mini - Generate images from a text prompt
latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
stable-diffusion-ui - Easiest 1-click way to install and use Stable Diffusion on your computer. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image. [Moved to: https://github.com/easydiffusion/easydiffusion]
stable-diffusion - Optimized Stable Diffusion modified to run on lower GPU VRAM
CodeFormer - [NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer