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license: cc-by-nc-sa-4.0
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Pre-trained models and output samples of ControlNet-LLLite form bdsqlsz

Inference with ComfyUI: https://github.com/kohya-ss/ControlNet-LLLite-ComfyUI

For 1111's Web UI, [sd-webui-controlnet](https://github.com/Mikubill/sd-webui-controlnet) extension supports ControlNet-LLLite.

Training: https://github.com/kohya-ss/sd-scripts/blob/sdxl/docs/train_lllite_README.md

The recommended preprocessing for the animeface model is [Anime-Face-Segmentation](https://github.com/siyeong0/Anime-Face-Segmentation)

# Models

## Trained on anime model

AnimeFaceSegment、Normal、T2i-Color/Shuffle、lineart_anime_denoise、recolor_luminance

Base Model use[Kohaku-XL](https://civitai.com/models/136389?modelVersionId=150441)

MLSD 

Base Model use[ProtoVision XL - High Fidelity 3D](https://civitai.com/models/125703?modelVersionId=144229)

# Samples

## AnimeFaceSegmentV1

![source 1](./sample/00000-1254802172.png) ![sample 1-1](./sample/00153-1415397694.png)

![sample 1-2](./sample/00155-541628598.png) ![sample 1-3](./sample/00156-3563138011.png)

![source 2](./sample/00013-1254802185.png) ![sample 2-1](./sample/00157-172216875.png)

![sample 2-2](./sample/00161-125697048.png) ![sample 2-3](./sample/00163-3802019239.png)

## AnimeFaceSegmentV2

![source 1](./sample/00015-882327104.png)

![sample 1](./sample/grid-0000-656896882.png)

![source 2](./sample/00081-882327170.png)

![sample 2](./sample/grid-0000-2857388239.png)

## MLSDV2

![source 1](./sample/0-73.png)

![preprocess 1](./sample/mlsd-0000.png)

![sample 1](./sample/grid-0001-496872924.png)

![source 2](./sample/0-151.png)

![preprocess 2](./sample/mlsd-0001.png)

![sample 2](./sample/grid-0002-906633402.png)

## Normal

![source 1](./sample/test.png)

![preprocess 1](./sample/normal_bae-0004.png)

![sample 1](./sample/grid-0007-2668683255.png)

![source 2](./sample/zelda_rgba.png)

![preprocess 2](./sample/normal_bae-0005.png)

![sample 2](./sample/grid-0008-2191923130.png)

## T2i-Color/Shuffle

![source 1](./sample/sample_0_525_c9a3a20fa609fe4bbf04.png)

![preprocess 1](./sample/color-0008.png)

![sample 1](./sample/grid-0017-751452001.jpg)

![source 2](./sample/F8LQ75WXoAETQg3.jpg)

![preprocess 2](./sample/color-0009.png)

![sample 2](./sample/grid-0018-2976518185.jpg)

## Lineart_Anime_Denoise

![source 1](./sample/20230826131545.png)

![preprocess 1](./sample/lineart_anime_denoise-1308.png)

![sample 1](./sample/grid-0028-1461058306.png)

![source 2](./sample/Snipaste_2023-08-10_23-33-53.png)

![preprocess 2](./sample/lineart_anime_denoise-1309.png)

![sample 2](./sample/grid-0030-1612754720.png)

## Recolor_Luminance

![source 1](./sample/F8LQ75WXoAETQg3.jpg)

![preprocess 1](./sample/recolor_luminance-0014.png)

![sample 1](./sample/grid-0060-2359545755.png)

![source 2](./sample/Snipaste_2023-08-15_02-38-05.png)

![preprocess 2](./sample/recolor_luminance-0016.png)

![sample 2](./sample/grid-0061-448628292.png)

## Canny

![source 1](./sample/Snipaste_2023-08-10_23-33-53.png)

![preprocess 1](./sample/canny-0034.png)

![sample 1](./sample/grid-0100-2599077425.png)

![source 2](./sample/00021-210474367.jpeg)

![preprocess 2](./sample/canny-0021.png)

![sample 2](./sample/grid-0084-938772089.png)

## DW_OpenPose

![preprocess 1](./sample/dw_openpose_full-0015.png)

![sample 1](./sample/grid-0015-4163265662.png)

![preprocess 2](./sample/dw_openpose_full-0030.png)

![sample 2](./sample/grid-0030-2839828192.png)