feat: add lora_strength slider (0-1) for style LoRA

feat: add Makeup LoRA preset (提示词加妆容)

feat: add CoverCraft LoRA + dropdown preset (字体参考)

fix: restore app.py (was accidentally emptied)

feat: switch to FireRed official Lightning 8-steps LoRA (default 6 steps)

fix: rmbg endpoint use remove_black_bg threshold=20 for pure-black bg

feat: add dedicated rmbg API endpoint (RMBG-2.0, preserves content)

fix: add scipy dependency for remove_black_bg

fix: pad-to-bucket instead of stretch, preserve exact aspect ratio, edge-fill padding

fix: use bucket system for inference resolution to prevent content cropping, then resize back to original

fix: resize output back to original dimensions to prevent 16-align cropping

add remove_black_bg: flood fill to remove only border-connected black, keep inner black elements

fix rmbg: add sigmoid activation to match ComfyUI exactly, remove letterbox complexity

revert rmbg post-processing: black bg needs no dilation/threshold

rmbg post-processing: dilate mask + soft threshold to preserve text edges

use diffusers QwenImageEditPlusPipeline instead of local qwenimage module to fix LoRA compatibility

switch to Qwen-Image-Lightning-4steps-V2.0 LoRA to match ComfyUI exactly

use official FireRed-1.1 model directly + Lightning LoRA, remove prithivMLmods transformer

add out_width/out_height params to infer: match ComfyUI EmptyLatentImage behavior

increase default steps to 6 to match ComfyUI quality

fix rmbg: aspect-ratio-preserving pad to square, avoid distortion on wide images

Remove 1MP bucket forcing, keep native resolution aligned to divisible_by=16

Add wide-format buckets and aspect-ratio-preserving resize for title graphics

Add Color Match feature (Reinhard RGB transfer)

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Update requirements.txt

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update app ✅

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