mirror of https://github.com/vladmandic/automatic
109 lines
2.1 KiB
Markdown
109 lines
2.1 KiB
Markdown
# Stable-Diffusion Productivity Scripts
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Note: All scripts have built-in `--help` parameter that can be used to get more information
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<br>
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## Main Scripts
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### Generate
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Text-to-image with all of the possible parameters
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Supports upsampling, face restoration and grid creation
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> python generate.py
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By default uses parameters from `generate.json`
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Parameters that are not specified will be randomized:
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- Prompt will be dynamically created from template of random samples: `random.json`
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- Sampler/Scheduler will be randomly picked from available ones
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- CFG Scale set to 5-10
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### Train
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Combined pipeline for **embeddings**, **lora**, **lycoris**, **dreambooth** and **hypernetwork**
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Optionally runs several image processing steps before training:
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- keep original image
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- detect and extract face
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- detect and extract body
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- detect blur
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- detect dynamic range
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- attempt to upscale low resolution images
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- attempt to restore quality of low quality images
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- automatically generate captions using interrogate
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- resize image
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- square image
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- run image segmentation to remove background
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> python train.py
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<br>
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## Auxiliary Scripts
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### Benchmark
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> python run-benchmark.py
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### Create Previews
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Create previews for **embeddings**, **lora**, **lycoris**, **dreambooth** and **hypernetwork**
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> python create-previews.py
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## Image Grid
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> python image-grid.py
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### Image Watermark
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Create invisible image watermark and remove existing EXIF tags
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> python image-watermark.py
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### Image Interrogate
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Runs CLiP and Booru image interrogation
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> python image-interrogate.py
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### Palette Extract
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Extract color palette from image(s)
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> python image-palette.py
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### Prompt Ideas
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Generate complex prompt ideas
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> python prompt-ideas.py
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### Prompt Promptist
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Attempts to beautify the provided prompt
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> python prompt-promptist.py
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### Video Extract
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Extract frames from video files
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> python video-extract.py
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<br>
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## Utility Scripts
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### SDAPI
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Utility module that handles async communication to Automatic API endpoints
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Note: Requires SD API
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Can be used to manually execute specific commands:
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> python sdapi.py progress
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> python sdapi.py interrupt
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> python sdapi.py shutdown
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