Update README.md

README.md

@@ -1,10 +1,23 @@
 ---
 license: mit
+task_categories:
+- image-to-image
+language:
+- en
+tags:
+- earth
+- remote sensing
+- super-resolution
+- Sentinel-2
+- sentinel-2
+pretty_name: opensr_test
+size_categories:
+- 10K<n<100K
 ---
 
 
 <p align="center">
-  <a href="https://github.com/ESAOpenSR/opensr-test"><img src="docs/images/logo.png" alt="header" width="50%"></a>
+  <a href="https://github.com/ESAOpenSR/opensr-test"><img src="images/logo.png" alt="header" width="50%"></a>
 </p>
 
 <p align="center">
@@ -34,7 +47,7 @@ Super-Resolution (SR) aims to improve satellite imagery ground sampling distance
 To address these challenges, 'opensr-test' provides a fair approach for SR benchmark. We provide three datasets carefully crafted to minimize spatial and spectral misalignment. Besides, 'opensr-test' precisely assesses SR algorithm performance across three independent metrics groups that measure consistency, synthesis, and correctness.
 
 <p align="center">
-  <img src="docs/images/diagram.png" alt="header">
+  <img src="images/diagram.png" alt="header">
 </p>
 
 
@@ -54,7 +67,7 @@ naip = opensr_test.load("naip")
 ```
 
 <p align="center">
-  <a href="https://github.com/ESAOpenSR/opensr-test"><img src="docs/images/NAIP.gif" alt="header" width="80%"></a>
+  <a href="https://github.com/ESAOpenSR/opensr-test"><img src="images/NAIP.gif" alt="header" width="80%"></a>
 </p>
 
 ### **SPOT (X4 scale factor)**
@@ -68,7 +81,7 @@ spot = opensr_test.load("spot")
 ```
 
 <p align="center">
-  <a href="https://github.com/ESAOpenSR/opensr-test"><img src="docs/images/SPOT.gif" alt="header" width="80%"></a>
+  <a href="https://github.com/ESAOpenSR/opensr-test"><img src="images/SPOT.gif" alt="header" width="80%"></a>
 </p>
 
 
@@ -83,7 +96,7 @@ venus = opensr_test.load("venus")
 ```
 
 <p align="center">
-  <a href="https://github.com/ESAOpenSR/opensr-test"><img src="docs/images/VENUS.gif" alt="header" width="80%"></a>
+  <a href="https://github.com/ESAOpenSR/opensr-test"><img src="images/VENUS.gif" alt="header" width="80%"></a>
 </p>
 
 ## **Deeper understanding**
@@ -91,7 +104,7 @@ venus = opensr_test.load("venus")
 Explore the [API](https://esaopensr.github.io/opensr-test/docs/API/config_pydantic.html) section for more details about personalizing your benchmark experiments.
 
 <p align="center">
-    <a href="/docs/api.md"><img src="docs/images/image02.png" alt="opensr-test" width="30%"></a>
+    <a href="/docs/api.md"><img src="images/image02.png" alt="opensr-test" width="30%"></a>
 </p>
 
 ## **Citation**
@@ -110,5 +123,4 @@ If you use `opensr-test` in your research, please cite our paper:
 
 ## **Acknowledgements**
 
-This work was made with the support of the European Space Agency (ESA) under the project “Explainable AI: application to trustworthy super-resolution (OpenSR)”. Cesar Aybar acknowledges support by the National Council of Science, Technology, and Technological Innovation (CONCYTEC, Peru) through the “PROYECTOS DE INVESTIGACIÓN BÁSICA – 2023-01” program with contract number PE501083135-2023-PROCIENCIA. Luis Gómez-Chova acknowledges support from the Spanish Ministry of Science and Innovation (project PID2019-109026RB-I00 funded by MCIN/AEI/10.13039/501100011033).
-
+This work was made with the support of the European Space Agency (ESA) under the project “Explainable AI: application to trustworthy super-resolution (OpenSR)”. Cesar Aybar acknowledges support by the National Council of Science, Technology, and Technological Innovation (CONCYTEC, Peru) through the “PROYECTOS DE INVESTIGACIÓN BÁSICA – 2023-01” program with contract number PE501083135-2023-PROCIENCIA. Luis Gómez-Chova acknowledges support from the Spanish Ministry of Science and Innovation (project PID2019-109026RB-I00 funded by MCIN/AEI/10.13039/501100011033).