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Master AI Image Generation
Image Cropping for Consistent Output
The zoomer tool that handles the three things I need to do with every image: crop out the best part, expand borders without stretching, and change aspect ratios cleanly.
The Auto-Tagger Pipeline: Closing the Feedback Loop
Three different taggers, a metadata extractor, a master prompt aggregator, and how they all feed back into the generation pipeline to make every batch better than the last.
Batch Generation: From Recipe to 500 Images
How the batch generation scripts actually work — the recipe generator, the batch prompter, the LoRA novel system, checkpoint cycling, and how they produce hundreds of images while you do something else.