From 42481d0056fcac471a9029605d691e0c9b394756 Mon Sep 17 00:00:00 2001
From: "Daniel.Frisinghelli" <daniel.frisinghelli@eurac.edu>
Date: Thu, 18 Feb 2021 15:52:22 +0100
Subject: [PATCH] Flatten arrays required.

---
 pysegcnn/core/trainer.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pysegcnn/core/trainer.py b/pysegcnn/core/trainer.py
index 7ebcd1e..8e25202 100644
--- a/pysegcnn/core/trainer.py
+++ b/pysegcnn/core/trainer.py
@@ -2538,9 +2538,9 @@ class NetworkInference(BaseConfig):
                 batch + 1, len(self.dataloader))
 
             # check if tensor is on gpu and convert to numpy array
-            inputs = inputs.cpu().numpy()
-            labels = labels.cpu().numpy()
-            prdctn = prdctn.cpu().numpy()
+            inputs = inputs.cpu().numpy().flatten(axis=0)
+            labels = labels.cpu().numpy().flatten(axis=0)
+            prdctn = prdctn.cpu().numpy().flatten(axis=0)
 
             # check whether to reconstruct the scenes of a dataset
             if self.predict_scene:
-- 
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