Update README.md

README.md

@@ -27,7 +27,7 @@ pip install albumentations
 ```python
 from histolytics.models.stardist_panoptic import StarDistPanoptic
 
-model = StarDistPanoptic.from_pretrained("hgsc_v1_efficientnet_b5")
+model = StarDistPanoptic.from_pretrained("cin2_v1_efficientnet_b5")
 ```
 
 ## 3. Run inference for one image
@@ -93,7 +93,7 @@ ax[1].imshow(label2rgb(out["nuc"][0][0], bg_label=0)) # inst_map
 ax[2].imshow(label2rgb(out["nuc"][0][1], bg_label=0)) # type_map
 ax[3].imshow(label2rgb(out["tissue"][0], bg_label=0)) # tissue_map
 ```
-<!-- ![out](sdist_out.png) -->
+![out](sdist_out_pan_cin2.png)
 
 ## Dataset Details
 Semi-manually annotated CIN2 samples from a (private) cohort of Helsinki University Hospital