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@ -245,11 +245,12 @@ docker run -it --gpus all -v $HOME/.cache/huggingface:/root/.cache/huggingface -
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- ✅ gfpgan - https://github.com/TencentARC/GFPGAN
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- ✅ codeformer - https://github.com/sczhou/CodeFormer
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- ✅ image describe feature -
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- https://github.com/salesforce/BLIP
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- ✅ https://github.com/salesforce/BLIP
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- https://github.com/rmokady/CLIP_prefix_caption
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- https://github.com/pharmapsychotic/clip-interrogator (blip + clip)
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- https://github.com/KaiyangZhou/CoOp
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- outpainting
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- https://github.com/parlance-zz/g-diffuser-bot/search?q=noise&type=issues
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- ✅ inpainting
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- https://github.com/andreas128/RePaint
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- img2img but keeps img stable
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@ -259,6 +260,9 @@ docker run -it --gpus all -v $HOME/.cache/huggingface:/root/.cache/huggingface -
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- CPU support
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- ✅ img2img for plms
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- img2img for kdiff functions
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- image masking
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- https://boolean-parser.readthedocs.io/en/latest/index.html
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- https://github.com/facebookresearch/detectron2
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- images as actual prompts instead of just init images
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- requires model fine-tuning since SD1.4 expects 77x768 text encoding input
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- https://twitter.com/Buntworthy/status/1566744186153484288
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@ -266,12 +270,16 @@ docker run -it --gpus all -v $HOME/.cache/huggingface:/root/.cache/huggingface -
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- https://github.com/LambdaLabsML/lambda-diffusers
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- https://www.reddit.com/r/MachineLearning/comments/x6k5bm/n_stable_diffusion_image_variations_released/
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-
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- animations
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- https://github.com/francislabountyjr/stable-diffusion/blob/main/inferencing_notebook.ipynb
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- https://www.youtube.com/watch?v=E7aAFEhdngI
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- cross-attention control:
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- https://github.com/bloc97/CrossAttentionControl/blob/main/CrossAttention_Release_NoImages.ipynb
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- guided generation
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- https://colab.research.google.com/drive/1dlgggNa5Mz8sEAGU0wFCHhGLFooW_pf1#scrollTo=UDeXQKbPTdZI
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- https://colab.research.google.com/github/aicrumb/doohickey/blob/main/Doohickey_Diffusion.ipynb#scrollTo=PytCwKXCmPid
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- https://github.com/mlfoundations/open_clip
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- https://github.com/openai/guided-diffusion
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- ✅ tiling
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- output show-work videos
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- image variations https://github.com/lstein/stable-diffusion/blob/main/VARIATIONS.md
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@ -279,6 +287,7 @@ docker run -it --gpus all -v $HOME/.cache/huggingface:/root/.cache/huggingface -
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- https://www.reddit.com/r/StableDiffusion/comments/xbwb5y/how_to_run_textual_inversion_locally_train_your/
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- https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/sd_textual_inversion_training.ipynb#scrollTo=50JuJUM8EG1h
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- https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion_textual_inversion_library_navigator.ipynb
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- https://github.com/Jack000/glid-3-xl-stable
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- fix saturation at high CFG https://www.reddit.com/r/StableDiffusion/comments/xalo78/fixing_excessive_contrastsaturation_resulting/
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- https://www.reddit.com/r/StableDiffusion/comments/xbrrgt/a_rundown_of_twenty_new_methodsoptions_added_to/
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@ -292,4 +301,5 @@ docker run -it --gpus all -v $HOME/.cache/huggingface:/root/.cache/huggingface -
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- Differences between samplers
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- https://www.reddit.com/r/StableDiffusion/comments/xbeyw3/can_anyone_offer_a_little_guidance_on_the/
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- https://www.reddit.com/r/bigsleep/comments/xb5cat/wiskkeys_lists_of_texttoimage_systems_and_related/
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- https://huggingface.co/blog/annotated-diffusion
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- https://huggingface.co/blog/annotated-diffusion
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- https://huggingface.co/blog/assets/78_annotated-diffusion/unet_architecture.jpg
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