Update README.md

README.md

@@ -14,7 +14,7 @@ size_categories:
 # PatFig Dataset
 
 <div align="center">
-  <img src="https://cdn-lfs-us-1.huggingface.co/repos/25/0c/250cb7eb9b83b2bd76ad6440700971baf0ec2981fdcb94b7fad768f2eb59fecc/1e79b8cf6cbe22d424c95e4816fc763e388d80cba4228908d707100f1f41182a?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27patfig_funny_logo.png%3B+filename%3D%22patfig_funny_logo.png%22%3B&response-content-type=image%2Fpng&Expires=1710484025&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMDQ4NDAyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzI1LzBjLzI1MGNiN2ViOWI4M2IyYmQ3NmFkNjQ0MDcwMDk3MWJhZjBlYzI5ODFmZGNiOTRiN2ZhZDc2OGYyZWI1OWZlY2MvMWU3OWI4Y2Y2Y2JlMjJkNDI0Yzk1ZTQ4MTZmYzc2M2UzODhkODBjYmE0MjI4OTA4ZDcwNzEwMGYxZjQxMTgyYT9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=ghxVaJztNO%7EJsQTPLCGf5VjyqxZQBbQEwpEFUlg9jp0pwu6YySncyKudoNVEJkRJlXpIi6pTw0ezQ4VpMHa4BrirgO8JfmxzVJQ5h1wgq9KtRwpdYt0ba%7EH73KNCSS1KvNM50prZ5fKBon3s9yvL1wgkOgIMN2i7NPaR1MCzps8sMyhbWFpwVpvuoV91QS20OGwGsWmYW3IQ3cEsCczadefAI%7EehWswamDxG3UZ%7ErYrMqXprFlpiB1fTas7SPeKpDT4V5YdTtEHUZRQ14Lb0QEogydoNmgj4afvqrqwV-6dnL3Z7iaJxDrdxYTIk6VfPIHIH1%7E7dyLjRwG8gdhvhCQ__&Key-Pair-Id=KCD77M1F0VK2B" width="40%" alt="PatFig Dataset Logo">
+  <img src="https://huggingface.co/datasets/danaaubakirova/patfig/raw/main/patfig_funny_logo.png" width="40%" alt="PatFig Dataset Logo">
 </div>
 
 ## Table of Contents
@@ -51,8 +51,12 @@ The dataset is categorized according to the International Patent Classification
 The PatFig Dataset is intended for use in patent image analysis, document image processing, visual question answering tasks, and image captioning in technical contexts. Users are encouraged to explore innovative applications in related fields. 
 
 <p align="center">
-  <span style="display: inline-block; margin-right: 20px;"><img src="https://cdn-lfs-us-1.huggingface.co/repos/25/0c/250cb7eb9b83b2bd76ad6440700971baf0ec2981fdcb94b7fad768f2eb59fecc/3c626eeb8727520da886493356c116cc5165a0104fa7a3445bce92cb4117591c?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27PatFig_example.png%3B+filename%3D%22PatFig_example.png%22%3B&response-content-type=image%2Fpng&Expires=1710484079&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMDQ4NDA3OX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzI1LzBjLzI1MGNiN2ViOWI4M2IyYmQ3NmFkNjQ0MDcwMDk3MWJhZjBlYzI5ODFmZGNiOTRiN2ZhZDc2OGYyZWI1OWZlY2MvM2M2MjZlZWI4NzI3NTIwZGE4ODY0OTMzNTZjMTE2Y2M1MTY1YTAxMDRmYTdhMzQ0NWJjZTkyY2I0MTE3NTkxYz9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=ehYXk1BEjurpR-Rpn6QmYrSJmuX96AjF6c6BzNXYvSLrwkE9olnZfkstWhhR7QJ6Y%7Ef4--82aUUb0wXJdnmCBCmMrJ2JzipYMpZ92XRrIeJ41Kd2YGHr1QU-IWIXE-2eYJRXrq2GdNo3tf3dqJLKzG7FWyoxqthQt2EGpneAyMURw81LGqay1N9pvfnoB751BPEUsiRz-iDI8G8HkNkJ%7EViE7HKU5rTCV2pPfHjKKQ6pLXUW%7EIwpvkXLj02xhGD-aoo24TYZ5NdZJC1lYj56ynqyABhnPhhFqzVsD%7Eqmdi9wmw2gKa--HZU5q3bmZtm9lsifOQ4mLkJ8x4vl2TWefA__&Key-Pair-Id=KCD77M1F0VK2B" alt="PatFig Image Captioning Version" width="286"/></span>
-  <span style="display: inline-block; margin-left: 20px;"><img src="https://cdn-lfs-us-1.huggingface.co/repos/25/0c/250cb7eb9b83b2bd76ad6440700971baf0ec2981fdcb94b7fad768f2eb59fecc/532251dbff11e080a91b60d91956c49420a70381143cd8c43ea80fb94608d7f9?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27PatFigVQA_example.png%3B+filename%3D%22PatFigVQA_example.png%22%3B&response-content-type=image%2Fpng&Expires=1710484116&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxMDQ4NDExNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzI1LzBjLzI1MGNiN2ViOWI4M2IyYmQ3NmFkNjQ0MDcwMDk3MWJhZjBlYzI5ODFmZGNiOTRiN2ZhZDc2OGYyZWI1OWZlY2MvNTMyMjUxZGJmZjExZTA4MGE5MWI2MGQ5MTk1NmM0OTQyMGE3MDM4MTE0M2NkOGM0M2VhODBmYjk0NjA4ZDdmOT9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=DR9Zobe00j2rUf0QDFD2yxYy96TwLq0Jgl9CdGT4MrbjmtDMUbFQ0W3xOTNiCBxQ3fEZJ0ykFjmE-tNo8UjOCneWKqyj1AoqcYRDozji9HL0flVplSRceMLmnAzgMyKBSiXJNXNhFv2iEz1007qiyQiMidOpQoyPyZXXqYDzQLHQdKfhYlKUFEs-w9ZYT0vJwKDOlBIAc7pfPuPmoMnPP5sJ4etayoU2bY43WdUaL6cqoEuPS14LaCNIpwl8z2-BhZMp6YZstLoQgiktWQYun7izeLIZavqFRPRJ46GndJ0mdVXS5c%7E7QrT4BFucDQZ%7EV-skGr5CaInhfQnH99ep5w__&Key-Pair-Id=KCD77M1F0VK2B" alt="PatFig VQA Version" width="300""/></span>
+  <span style="display: inline-block; margin-right: 20px;">
+    <img src="https://huggingface.co/datasets/danaaubakirova/patfig/raw/main/PatFig_example.png" alt="PatFig Image Captioning Version" width="286"/>
+  </span>
+  <span style="display: inline-block; margin-left: 20px;">
+    <img src="https://huggingface.co/datasets/danaaubakirova/patfig/raw/main/PatFigVQA_example.png" alt="PatFig VQA Version" width="300"/>
+  </span>
 </p>
 
 ## Challenges and Considerations