Create README.md

README.md

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+# ruImageCaptioning
+
+
+
+<a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/License-MIT-yellow.svg"></a>  
+Inference Notebook: <a href="https://colab.research.google.com/drive/1tsVMWUE6_AKXiHyinCSOSRPGhbjVEyRM?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" height=20></a>  
+
+
+Русская версия CLIP prefix caption, обученная на ruGPTSMALL + CLIP(OPENAI), можно использовать для VQA, image captioning и прочее. Модель работает <1c + ее можно эффективно квантануть/перенести в ONNX. Обучалось в течении 3х дней на 2*1080ti
+
+Trained and validated on ruCOCO
+BLEU:     	37.3
+
+chrF:     	32.4
+
+ROUGE-1-F:	33.0
+
+ROUGE-2-F:	14.1
+
+ROUGE-L-F:	30.3
+
+<table>
+  <tr>
+    <td><img src="images/photo_2021-11-13_13-08-38.jpg" ></td>
+    <td><img src="images/Снимок экрана 2022-05-20 в 15.54.33.png" ></td>
+   
+  </tr>
+  <tr>
+    <td> Пример кэпшенинга</td>
+     <td>Пример работы в zero shot</td>
+     
+  </tr>
+ </table>
+
+
+THIS WORK IS BASED ON https://github.com/rmokady/CLIP_prefix_caption (english version)
+```
+@article{mokady2021clipcap,
+  title={ClipCap: CLIP Prefix for Image Captioning},
+  author={Mokady, Ron and Hertz, Amir and Bermano, Amit H},
+  journal={arXiv preprint arXiv:2111.09734},
+  year={2021}
+}
+```
+```
+@article{AlexWortega,
+  title={ruImage captioning},
+  author={Aleksandr Nikolic, Asta gpu server },
+}
+```
+
+## Acknowledgments
+This repository is heavily based on [CLIP](https://github.com/openai/CLIP) and [Hugging-faces](https://github.com/huggingface/transformers) repositories.
+For training we used the data of [COCO dataset](https://cocodataset.org/#home)  and [Conceptual Captions](https://ai.google.com/research/ConceptualCaptions/) translated by ALEX WORTEGA [ruCOCO](https://github.com/AlexWortega/ru_COCO)