diff --git a/minigrida/descriptors/sdaps.py b/minigrida/descriptors/sdaps.py
index c9ace76..2723422 100644
--- a/minigrida/descriptors/sdaps.py
+++ b/minigrida/descriptors/sdaps.py
@@ -42,11 +42,6 @@ def run(gt, rasters, coords, remove, attributes, adjacency='4', filtering='direc
         X_raw = np.moveaxis(np.array(list(eap.vectorize())), 0, -1)
         y_raw = gti
 
-        if np.isnan(X_raw).any():
-            raise Exception('Found {} Nan on {}'.format(np.isnan(X_raw).sum(),
-                                                        coordsi))
-
-
         # Remove unwanted label X, y
         lbl = np.ones_like(y_raw, dtype=np.bool)
         for l in remove if remove else []: