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README.md

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 [arXiv](https://arxiv.org/abs/2112.10752) | [paper](https://openaccess.thecvf.com/content/ICCV2021/papers/Bhunia_Handwriting_Transformers_ICCV_2021_paper.pdf) | [demo](https://colab.research.google.com/github/ankanbhunia/Handwriting-Transformers/blob/main/demo.ipynb) | [BibTeX](#bibtex)
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  <p align='center'>
   <b>
     <a href="https://ankanbhunia.github.io/Handwriting-Transformers/">Project</a>
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 <img src=Figures/mainfigure.jpg width="500"/>
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+## News
+
+- **2024.02** Test the model using custom handwriting samples:
+- 
+  :rocket:
+  [Colab demo for custom handwritings](https://colab.research.google.com/github/ankanbhunia/Handwriting-Transformers/blob/main/demo_custom_handwriting.ipynb)
+- 
+  :rocket:
+  [Colab demo for IAM/CVL dataset](https://colab.research.google.com/github/ankanbhunia/Handwriting-Transformers/blob/main/demo.ipynb)
+
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+ ## Abstract
 
 [Ankan Kumar Bhunia](https://scholar.google.com/citations?user=2leAc3AAAAAJ&hl=en),
 [Salman Khan](https://scholar.google.com/citations?user=M59O9lkAAAAJ&hl=en),