Add README.md

README.md

+This repository contains pretrained model weigths from the paper "Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network".
+
+```bibtex
+@inproceedings{Coquenet2020,
+  author    = {Denis Coquenet and
+               Cl{\'{e}}ment Chatelain and
+               Thierry Paquet},
+  title     = {Recurrence-free unconstrained handwritten text recognition using gated
+               fully convolutional network},
+  booktitle = {17th International Conference on Frontiers in Handwriting Recognition,
+               {ICFHR} 2020, Dortmund, Germany, September 8-10, 2020},
+  pages     = {19--24},
+  publisher = {{IEEE}},
+  year      = {2020},
+  url       = {https://doi.org/10.1109/ICFHR2020.2020.00015},
+  doi       = {10.1109/ICFHR2020.2020.00015},
+}
+```
+
+Code: https://github.com/FactoDeepLearning/LinePytorchOCR/