【AI绘图】官方研究模型大全集 Official Research Models

官方研究模型大全集

满足需要自行训练模型的AI绘图师，这些模型是撰写研究论文的人（如ESRGAN）正式发布的模型。社区内常用论文的官方模型。列出的许可证来自官方 Github 存储库，可能不完全适用于该模型。

ESRGAN Arch

模型名称	报告	改变比例	许可证	体系结构	用途	发布日期	GitHub Link
4xESRGAN	xinntao	4x	Apache License 2.0	ESRGAN	Paper	2019-07-06	https://github.com/xinntao/ESRGAN
2xBSRGAN	cszn	2x	Apache License 2.0	BSRGAN	Paper	2021-08-24	https://github.com/cszn/BSRGAN
4xBSRGAN	cszn	4x	Apache License 2.0	BSRGAN	Paper	2021-08-24	https://github.com/cszn/BSRGAN
4x Real-ESRGAN / RealESRGAN_x4plus	xinntao	4x	BSD 3-Clause “New” or “Revised” License	Real-ESRGAN	Paper	2021-07-22	https://github.com/xinntao/Real-ESRGAN
2x Real-ESRGAN / RealESRGAN_x2plus	xinntao	2x	BSD 3-Clause “New” or “Revised” License	Real-ESRGAN	Paper	2021-07-22	https://github.com/xinntao/Real-ESRGAN
4x Real-ESRGAN Anime / RealESRGAN_x4plus_anime_6B	xinntao	4x	BSD 3-Clause “New” or “Revised” License	Real-ESRGAN 6B	Paper	2021-12-12	https://github.com/xinntao/Real-ESRGAN

Compact Arch

模型名称	报告	改变比例	许可证	体系结构	用途	发布日期	GitHub Link
RealESRGANv2-animevideo-xsx2	xinntao	2x	BSD 3-Clause “New” or “Revised” License	Real-ESRGAN “compact”	Paper	2021-12-12	https://github.com/xinntao/Real-ESRGAN
RealESRGANv2-animevideo-xsx4	xinntao	4x	BSD 3-Clause “New” or “Revised” License	Real-ESRGAN “compact”	Paper	2021-12-12	https://github.com/xinntao/Real-ESRGAN
realesr-animevideov3	xinntao	4x	BSD 3-Clause “New” or “Revised” License	Real-ESRGAN “compact”	Paper	2022-04-24	https://github.com/xinntao/Real-ESRGAN
realesr-general-x4v3	xinntao	4x	BSD 3-Clause “New” or “Revised” License	Real-ESRGAN “compact”	Paper	2022-09-30	https://github.com/xinntao/Real-ESRGAN
realesr-general-wdn-x4v3	xinntao	4x	BSD 3-Clause “New” or “Revised” License	Real-ESRGAN “compact”	Paper	2022-09-30	https://github.com/xinntao/Real-ESRGAN

SwinIR

Large

模型名称	报告	改变比例	许可证	体系结构	用途	发布日期	GitHub Link
003_realSR_BSRGAN_DFOWMFC_s64w8_SwinIR-L_x4_GAN	JingyunLiang	4x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR

Middle/Medium

模型名称	报告	改变比例	许可证	体系结构	用途	发布日期	GitHub Link
003_realSR_BSRGAN_DFO_s64w8_SwinIR-M_x2_GAN	JingyunLiang	2x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
003_realSR_BSRGAN_DFO_s64w8_SwinIR-M_x4_GAN	JingyunLiang	4x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
001_classicalSR_DF2K_s64w8_SwinIR-M_x2	JingyunLiang	2x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
001_classicalSR_DF2K_s64w8_SwinIR-M_x3	JingyunLiang	3x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
001_classicalSR_DF2K_s64w8_SwinIR-M_x4	JingyunLiang	4x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
001_classicalSR_DF2K_s64w8_SwinIR-M_x8	JingyunLiang	8x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
001_classicalSR_DIV2K_s64w8_SwinIR-M_x2	JingyunLiang	2x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
001_classicalSR_DIV2K_s64w8_SwinIR-M_x3	JingyunLiang	3x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
001_classicalSR_DIV2K_s64w8_SwinIR-M_x4	JingyunLiang	4x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
001_classicalSR_DIV2K_s64w8_SwinIR-M_x8	JingyunLiang	8x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR

Small

模型名称	报告	改变比例	许可证	体系结构	用途	发布日期	GitHub Link
002_lightweightSR_DIV2K_s64w8_SwinIR-S_x2	JingyunLiang	2x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
002_lightweightSR_DIV2K_s64w8_SwinIR-S_x3	JingyunLiang	3x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR
002_lightweightSR_DIV2K_s64w8_SwinIR-S_x4	JingyunLiang	4x	Apache License 2.0	SwinIR	Paper	2021-08-26	https://github.com/JingyunLiang/SwinIR

RealSR

模型名称	报告	改变比例	许可证	体系结构	用途	发布日期	GitHub Link
DF2K-JPEG	jixiaozhong	4x	Apache License 2.0	RealSR	Paper	2020-05-26	https://github.com/jixiaozhong/RealSR

GFPGAN

模型名称	报告	改变比例	许可证	体系结构	用途	发布日期	GitHub Link
GFPGANv1	TencentARC	1x-8x	Apache License Version 2.0	GFPGAN	Paper	2021-06-15	https://github.com/TencentARC/GFPGAN
GFPGANCleanv1-NoCE-C2	TencentARC	1x-8x	Apache License Version 2.0	GFPGAN	Paper	2021-08-06	https://github.com/TencentARC/GFPGAN
GFPGANv1.2	TencentARC	1x-8x	Apache License Version 2.0	GFPGAN	Paper	2022-02-14	https://github.com/TencentARC/GFPGAN
GFPGANv1.3	TencentARC	1x-8x	Apache License Version 2.0	GFPGAN	Paper	2022-02-14	https://github.com/TencentARC/GFPGAN
GFPGANv1.4	TencentARC	1x-8x	Apache License Version 2.0	GFPGAN	Paper	2022-09-04	https://github.com/TencentARC/GFPGAN

RestoreFormer

模型名称	报告	改变比例	许可证	体系结构	用途	发布日期	GitHub Link
RestoreFormer	TencentARC/wzhouxiff		BSD 3-Clause “New” or “Revised” License		Paper	2022-04-24	https://github.com/wzhouxiff/RestoreFormer

CodeFormer

模型名称	报告	改变比例	许可证	体系结构	用途	发布日期	GitHub Link
CodeFormer	sczhou		S-Lab License 1.0		Paper	2022-08-10	https://github.com/sczhou/CodeFormer

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