fix: filter polygon objects according to their complexity

src/encord_active/lib/common/utils.py

@@ -26,7 +26,7 @@
 from loguru import logger
 from PIL import Image
 from shapely.errors import ShapelyDeprecationWarning
-from shapely.geometry import Polygon
+from shapely.geometry import MultiPolygon, Polygon
 from tqdm.auto import tqdm
 
 from encord_active.lib.labels.object import BoxShapes, ObjectShape, SimpleShapes
@@ -160,8 +160,17 @@ def get_geometry_from_encord_object(obj: dict, w: int, h: int) -> Optional[np.nd
     polygon = get_polygon(obj, force_simple_polygons=False)
 
     if polygon:
+        polygon_buffered = polygon.buffer(0)
+        if isinstance(polygon_buffered, MultiPolygon):
+            if abs(polygon_buffered.area - polygon.area) < 1e-6:
+                final_polygon = polygon
+            else:
+                return None
+        else:
+            final_polygon = polygon_buffered
+
         img_size = np.array([[w, h]])
-        return (np.array(polygon.exterior.xy).T * img_size).astype(int)
+        return (np.array(final_polygon.exterior.xy).T * img_size).astype(int)
     else:
         return None