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=1709461733&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcwOTQ2MTczM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzI1LzBjLzI1MGNiN2ViOWI4M2IyYmQ3NmFkNjQ0MDcwMDk3MWJhZjBlYzI5ODFmZGNiOTRiN2ZhZDc2OGYyZWI1OWZlY2MvMWU3OWI4Y2Y2Y2JlMjJkNDI0Yzk1ZTQ4MTZmYzc2M2UzODhkODBjYmE0MjI4OTA4ZDcwNzEwMGYxZjQxMTgyYT9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=ZijH8ByqZ4XFAiuEZQRhHST%7EoLbJ3tZewPgX8pxTR94CEvdZ8wQFGuKcJIvFVtufqQLhkUKeDgI6NnR6ivq2wJOBEQBNcqHcxgsvueYGojpqmiD4AeqjzqQDpt0v5oL3ZJ0zMY4ZH4qfl8%7EYy6kDz-qJdVwZXl3leu8QC3idA%7EbUQO1cszrq8%7EiJyYMDsaSE%7ERn%7E9CJDnc4I2o1hL0mhZwOc6Qz7Q9pueKuH1tWqTzqxV0B00nxsCK3XoK4fLB%7EJCWA1jnpvx6Rd4jzEDffCz6txmQ2ieLn9G4TlRblnT-JPGz7GhmHHods6t2YaghpoRykN9U4b4hr86nsq8Km94A__&Key-Pair-Id=KCD77M1F0VK2B" width="40%" alt="PatFig Dataset Logo">
+  <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">
 </div>
 
 ## Table of Contents
@@ -51,8 +51,8 @@ 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=1709460936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcwOTQ2MDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzI1LzBjLzI1MGNiN2ViOWI4M2IyYmQ3NmFkNjQ0MDcwMDk3MWJhZjBlYzI5ODFmZGNiOTRiN2ZhZDc2OGYyZWI1OWZlY2MvM2M2MjZlZWI4NzI3NTIwZGE4ODY0OTMzNTZjMTE2Y2M1MTY1YTAxMDRmYTdhMzQ0NWJjZTkyY2I0MTE3NTkxYz9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=j-MjR0e7UKtK8514N2S9QLgw3ewib9FNfNkRqOuOrwnObDuYJjmUltFy3qFvoCJ9t6crPzveQZM5hH%7EwZDv4LuoVaoc6SxxfaIAzk5EQO4dTBIEonVnylHUUSJZUlWNhhBENPxOeZEfxJltQz%7E64L23e8nrjeAXImmVz0Ak9GEuxmKTJZMG695IoWSFYjtRXmwy1ELbrupfGDoSRM22WX%7E9rbmQ%7EAFyczBkDVl-eYjS4a78ecnufPnXHkszESKOQsKjYl21DMjgiQXREy9UCkGosDqNSLGMHMA3TfpbxxpHYEnZEdOWFE-cqkkD2VEAZnqvaxV50R8LtvKo0v45JMA__&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=1709460860&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcwOTQ2MDg2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzI1LzBjLzI1MGNiN2ViOWI4M2IyYmQ3NmFkNjQ0MDcwMDk3MWJhZjBlYzI5ODFmZGNiOTRiN2ZhZDc2OGYyZWI1OWZlY2MvNTMyMjUxZGJmZjExZTA4MGE5MWI2MGQ5MTk1NmM0OTQyMGE3MDM4MTE0M2NkOGM0M2VhODBmYjk0NjA4ZDdmOT9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=Zvp0SC9Pu8DwXTh790z2l4dHg%7EBbB3Cq3gZTxQ6QVED5KO96RXD9KInXWIDDNc-dc3mE5Oyu3RO44pPt0ku5kfCd1BMUQRGL9hr02Dmz-J4JGJTvwmtoowMQTOpObL3rlY34Cg9HJU672rM1eigSAmfrxDgHGwXJKRnXvggcRZ4ARzqtauc%7E7ZyNMRkq37KCXcb--ucxUyerLUJs6n4lUBOBct1-9%7E%7EupeUOxjqoRsjk9zr1Vlx8MOBsBKwKQLfBCZtGBBmz7DIgXFQd1WP57sq%7EjZGm0JIM3bXPGpK47ouzhAgsmRQCVRw1AkO2Cgn%7EIn9gOP10OiTOMB4P%7EvPPIQ__&Key-Pair-Id=KCD77M1F0VK2B" alt="PatFig VQA Version" width="300""/></span>
+  <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>
 </p>
 
 ## Challenges and Considerations