Create README.md

README.md

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+## Donut 🍩 : OFR-Free Document Understanding Transformer (ECCV 2022) -- SynthDoG datasets
+
+For more information, please visit https://github.com/clovaai/donut
+
+![image](https://github.com/clovaai/donut/blob/master/misc/sample_synthdog.png?raw=true)
+
+The links to the SynthDoG-generated datasets are here:
+
+- [`synthdog-en`](https://huggingface.co/datasets/naver-clova-ix/synthdog-en): English, 0.5M.
+- [`synthdog-zh`](https://huggingface.co/datasets/naver-clova-ix/synthdog-zh): Chinese, 0.5M.
+- [`synthdog-ja`](https://huggingface.co/datasets/naver-clova-ix/synthdog-ja): Japanese, 0.5M.
+- [`synthdog-ko`](https://huggingface.co/datasets/naver-clova-ix/synthdog-ko): Korean, 0.5M.
+
+To generate synthetic datasets with our SynthDoG, please see `./synthdog/README.md` and [our paper](#how-to-cite) for details.
+
+## How to Cite
+
+If you find this work useful to you, please cite:
+```bibtex
+@inproceedings{kim2022donut,
+  title     = {OCR-Free Document Understanding Transformer},
+  author    = {Kim, Geewook and Hong, Teakgyu and Yim, Moonbin and Nam, JeongYeon and Park, Jinyoung and Yim, Jinyeong and Hwang, Wonseok and Yun, Sangdoo and Han, Dongyoon and Park, Seunghyun},
+  booktitle = {European Conference on Computer Vision (ECCV)},
+  year      = {2022}
+}
+```