Update README.md

README.md

@@ -24,9 +24,7 @@ Information about the XMM-OM can be found here:
 - [The ESA website](https://www.cosmos.esa.int/web/xmm-newton/technical-details-om)
 - [The article *The XMM-Newton optical/UV monitor telescope*](https://ui.adsabs.harvard.edu/abs/2001A%26A...365L..36M/abstract).
 
-<div align="center">
-  <img src="https://github.com/ESA-Datalabs/XAMI-model/blob/main/example_images/xami_model.png" alt="The XAMI model combining a detector and segmentor, while freezing the detector model previously trained on the XAMI dataset." width="40%">
-</div>
+![The XAMI model combining a detector and segmentor, while freezing the detector model previously trained on the XAMI dataset.](https://github.com/ESA-Datalabs/XAMI-model/blob/main/example_images/xami_model.png)
 
 <p align="center">
   <em>Figure 1: The XAMI model combining a detector and segmentor, while freezing the detector model previously trained on the XAMI dataset.</em>
@@ -91,13 +89,13 @@ For training the model, check the training [README.md](https://github.com/ESA-Da
 ## Performance metrics 
 
 
-<div align="center">
+<!-- <div align="center">
   <img src="https://github.com/ESA-Datalabs/XAMI-model/blob/main/example_images/ious_rtdetr.png" alt="Cumulative distribution of IoUs between predicted and true masks using RT-DETR as detector." width="70%">
 </div>
 <div align="center">
   <em>Figure 2: Cumulative distribution of IoUs between predicted and true masks using RT-DETR as detector.</em>
 </div>
-
+ -->
 <div align="center">
 <table style="width: 100%; border-collapse: collapse; text-align: center;">
   <thead>