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ComfyUI Extension: ComfyUI_Anytext

Authored by zmwv823

Created

Updated

62 stars

Unofficial Simple And Rough Implementation Of a/AnyText and [a/Glyph-ByT5] (https://github.com/AIGText/Glyph-ByT5) and a/JoyType

Custom Nodes (25)

README

Look at the node tooltip for instruction.

Unofficial custom_node for repos.

1、AnyText:

For better result, use official demo instead.

Warning: v2.0 edit seems not work well in my repo, need more work.

Option 1: any sd1.5 checkpoint with AnyText control model.

Huggingface:

v1.1:

  • https://huggingface.co/zmwv823/AnyText_control_model/blob/main/control_sd15_anytext_v1_1.safetensors
  • https://hf-mirror.com/zmwv823/AnyText_control_model/blob/main/control_sd15_anytext_v1_1.safetensors (China mainland users)

v2.0

  • https://huggingface.co/zmwv823/AnyText2_control_model/blob/main/control_sd15_anytext_v2.0.safetensors
  • https://hf-mirror.com/zmwv823/AnyText2_control_model/blob/main/control_sd15_anytext_v2.0.safetensors (China mainland users)

Workflow in example_workflows dir:

Option 2: full AnyText checkpoint.

Huggingface:

v1.1:

  • fp16: https://huggingface.co/Sanster/AnyText/blob/main/pytorch_model.fp16.safetensors
  • fp16: https://hf-mirror.com/Sanster/AnyText/blob/main/pytorch_model.fp16.safetensors (China mainland users)
  • fp32: https://huggingface.co/Sanster/AnyText/blob/main/pytorch_model.safetensors
  • fp32: https://hf-mirror.com/Sanster/AnyText/blob/main/pytorch_model.safetensors (China mainland users)

v2.0:

  • fp32:

Modelscope: fp32

  • https://modelscope.cn/models/iic/cv_anytext_text_generation_editing/resolve/master/anytext_v1.1.ckpt
  • https://modelscope.cn/models/iic/cv_anytext2/resolve/master/anytext_v2.0.ckpt

Fonts:ComfyUI\models\fonts

Base font: select Auto_Download from huggingface or manual download from huggingface or modelscope or use any other fonts in ComfyUI\models\fonts. Either v1.1 and v2.0 all need a base font, official base font: Arial_Unicode.ttf.

Github:

  • https://github.com/tyxsspa/AnyText2/tree/main/font

Huggingface:

  • https://huggingface.co/Sanster/AnyText/blob/main/SourceHanSansSC-Medium.otf
  • https://hf-mirror.com/Sanster/AnyText/blob/main/SourceHanSansSC-Medium.otf (China mainland users)

Modelscope:

  • https://modelscope.cn/studio/iic/studio_anytext/resolve/master/font/Arial_Unicode.ttf
  • https://modelscope.cn/studios/iic/studio_anytext2/files (Under font dir.)

Zh to En Translators:

T5: Auto_Download from huggingface or manual download or git clone from huggingface into ComfyUI\models\prompt_generator\models--utrobinmv--t5_translate_en_ru_zh_small_200.

  • https://huggingface.co/utrobinmv/t5_translate_en_ru_zh_small_1024
  • https://hf-mirror.com/utrobinmv/t5_translate_en_ru_zh_small_1024 (China mainland users)

nlp_csanmt_translation_zh2en: Auto_Download from modelscope or manual download or git clone from modelscope into ComfyUI\models\prompt_generator\modelscope--damo--nlp_csanmt_translation_zh2en.

  • https://modelscope.cn/models/iic/nlp_csanmt_translation_zh2en

2、Glyph-ByT5: Unofficial custom_node for Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering--TEST FAILED ON MY PC

Limitations: background result worse than original SDXL checkpoint, image resolution locked at 1024x1024, input mask and image aspect ratio must be 1:1.

Place Glyph-ByT5 checkpoints in ComfyUI\custom_nodes\ComfyUI_Anytext\Image_Generation\Glyph_SDXL\checkpoints

Place google/byt5-small text_encoder into ComfyUI\models\text_encoders or select Auto_Download from huggingface.

  • https://huggingface.co/google/byt5-small
  • https://hf-mirror.com/google/byt5-small (China mainland users)
<!-- ## For sdxl checkpoints, download [original_config_yaml](https://github.com/zmwv823/Stuffs/blob/master/sd_xl_base.yaml) and [inpaint_original_config_yaml](https://github.com/zmwv823/Stuffs/blob/master/sd_xl-inpainting_base.yaml) into `ComfyUI\models\configs`. -->

Workflow in example_workflows dir:

3、JoyType: Unofficial custom_node for JoyType: A Robust Design for Multilingual Visual Text Creation

It's a typical canny controlnet implementation by diffusers library.

Comfy Ksampler workflow recommended, sd1.5、sd2.1、sdxl canny works.

For JoyType controlnet, download from https://huggingface.co/jdh-algo/JoyType-v1-1M into ComfyUI\models\controlnet. It's a diffusers format canny controlnet, compitable with comfy sampler.

Workflow in example_workflows dir: