Textual Chameleon

How to use

1)Clone the repo: https://github.com/A1iMansour/Textual-Chameleon.git
2) install reuirements

pip install -r requirements.txt

3. add pictures in imageinput folder
4. run main.py cropped images can be found in ocrimage folder, inpainting results in inpaintout folder, translated text in your terminal

ToDO:

1. Improve image inpainting using LAMA
2. Style Fusion

References

• https://github.com/advimman/lama/
• https://github.com/ultralytics/yolov5
• https://github.com/JaidedAI/EasyOCR
• https://github.com/grenlayk/deep-text-edit

Papers

-https://ai.meta.com/research/publications/textstylebrush-transfer-of-text-aesthetics-from-a-single-example/?ref=louisbouchard.ai

-https://aclanthology.org/2020.eamt-1.61.pdf

-https://openaccess.thecvf.com/content_CVPR_2020/papers/Yang_SwapText_Image_Based_Texts_Transfer_in_Scenes_CVPR_2020_paper.pdf