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