bugfix and python ver bumpup

setup.py

@@ -23,11 +23,11 @@ setup(
         ]
     },
     install_requires=[
-        "numpy == 1.*",
+        "numpy == 2.*",
         "pandas == 2.*",
         "tqdm == 4.*",
-        "Pillow == 9.*",
+        "Pillow == 11.*",
         "click==8.*",
     ],
-    python_requires=">=3.10, <3.11",
+    python_requires=">=3.10, <3.13",
 )

vascx_models/inference.py

@@ -244,7 +244,7 @@ def run_fovea_detection(
                 heatmap = ensemble_fovea.forward(im)
             keypoints = extract_keypoints_from_heatmaps(heatmap)
 
-            kp_fovea = torch.mean(keypoints, dim=0)  # average over models
+            kp_fovea = torch.mean(keypoints, dim=1)  # average over models
 
             items = {
                 "id": batch["id"],