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@ -58,12 +58,14 @@ Generating 🖼 : "portrait photo of a freckled woman" 512x512px seed:500686645
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```bash
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>> imagine "a couple smiling" --steps 40 --seed 1 --fix-faces
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```
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<img src="https://github.com/brycedrennan/imaginAIry/raw/master/assets/000178_1_PLMS40_PS7.5_a_couple_smiling_nofix.png" height="256">
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=>
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<img src="https://github.com/brycedrennan/imaginAIry/raw/master/assets/000178_1_PLMS40_PS7.5_a_couple_smiling_nofix.png" height="256"> =>
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<img src="https://github.com/brycedrennan/imaginAIry/raw/master/assets/000178_1_PLMS40_PS7.5_a_couple_smiling_fixed.png" height="256">
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### Upscaling [by RealESRGAN](https://github.com/xinntao/Real-ESRGAN)
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```bash
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>> imagine "colorful smoke" --steps 40 --upscale
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```
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<img src="https://github.com/brycedrennan/imaginAIry/raw/master/assets/000206_856637805_PLMS40_PS7.5_colorful_smoke.jpg" height="128"> =>
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<img src="https://github.com/brycedrennan/imaginAIry/raw/master/assets/000206_856637805_PLMS40_PS7.5_colorful_smoke_upscaled.jpg" height="256">
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@ -123,23 +125,23 @@ imagine_image_files(prompts, outdir="./my-art")
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## Todo
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- performance optimizations
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- ✅ https://github.com/huggingface/diffusers/blob/main/docs/source/optimization/fp16.mdx
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- ✅ https://github.com/CompVis/stable-diffusion/compare/main...Doggettx:stable-diffusion:autocast-improvements#
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- ✅ https://www.reddit.com/r/StableDiffusion/comments/xalaws/test_update_for_less_memory_usage_and_higher/
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- https://github.com/neonsecret/stable-diffusion https://github.com/CompVis/stable-diffusion/pull/177
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- ✅ deploy to pypi
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- add tests
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- set up ci (test/lint/format)
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- add docs
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- notify https://github.com/CompVis/stable-diffusion/issues/25
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- remove yaml config
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- delete more unused code
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- find similar images https://knn5.laion.ai/?back=https%3A%2F%2Fknn5.laion.ai%2F&index=laion5B&useMclip=false
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- Development Environment
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- add tests
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- set up ci (test/lint/format)
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- add docs
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- remove yaml config
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- delete more unused code
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- Interface improvements
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- ✅ init-image at command line
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- prompt expansion
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- Image Generation Features
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- add in all the samplers
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- add k-diffusion sampling methods
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- upscaling
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- ✅ realesrgan
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- ldm
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@ -151,23 +153,22 @@ imagine_image_files(prompts, outdir="./my-art")
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- outpainting
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- inpainting
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- https://github.com/andreas128/RePaint
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- add more sampling methods?
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- img2img but keeps img stable
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- img2img but keeps img stable
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- https://www.reddit.com/r/StableDiffusion/comments/xboy90/a_better_way_of_doing_img2img_by_finding_the/
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- https://gist.github.com/trygvebw/c71334dd127d537a15e9d59790f7f5e1
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- CPU support
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- img2img for plms?
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- images as actual prompts instead of just init images
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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 https://colab.research.google.com/drive/1dlgggNa5Mz8sEAGU0wFCHhGLFooW_pf1#scrollTo=UDeXQKbPTdZI
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- tiling
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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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- textual inversion
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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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- zooming videos? a la disco diffusion
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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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