rm blank space

dataset_loader.py

@@ -96,10 +96,4 @@ class VideoDataset(Dataset):
             imgs.append(img)
         imgs = torch.cat(imgs, dim=0)
 
-        return imgs, pid, camid
-
-
-
-
-
-
+        return imgs, pid, camid

models/MuDeep.py

@@ -182,10 +182,4 @@ class MuDeep(nn.Module):
         elif self.loss == {'cent'}:
             return y, x
         else:
-            raise KeyError("Unsupported loss: {}".format(self.loss))
-
-
-
-
-
-
+            raise KeyError("Unsupported loss: {}".format(self.loss))

models/ResNet.py

@@ -85,5 +85,4 @@ class ResNet50M(nn.Module):
         elif self.loss == {'cent'}:
             return prelogits, combofeat
         else:
-            raise KeyError("Unsupported loss: {}".format(self.loss))
-
+            raise KeyError("Unsupported loss: {}".format(self.loss))

train_img_model_cent.py

@@ -262,11 +262,4 @@ def test(model, queryloader, galleryloader, use_gpu, ranks=[1, 5, 10, 20]):
     return cmc[0]
 
 if __name__ == '__main__':
-    main()
-
-
-
-
-
-
-
+    main()

train_img_model_xent.py

@@ -248,11 +248,4 @@ def test(model, queryloader, galleryloader, use_gpu, ranks=[1, 5, 10, 20]):
     return cmc[0]
 
 if __name__ == '__main__':
-    main()
-
-
-
-
-
-
-
+    main()

train_img_model_xent_htri.py

@@ -264,11 +264,4 @@ def test(model, queryloader, galleryloader, use_gpu, ranks=[1, 5, 10, 20]):
     return cmc[0]
 
 if __name__ == '__main__':
-    main()
-
-
-
-
-
-
-
+    main()

train_vid_model_xent.py

@@ -266,11 +266,4 @@ def test(model, queryloader, galleryloader, pool, use_gpu, ranks=[1, 5, 10, 20])
     return cmc[0]
 
 if __name__ == '__main__':
-    main()
-
-
-
-
-
-
-
+    main()

train_vid_model_xent_htri.py

@@ -282,11 +282,4 @@ def test(model, queryloader, galleryloader, pool, use_gpu, ranks=[1, 5, 10, 20])
     return cmc[0]
 
 if __name__ == '__main__':
-    main()
-
-
-
-
-
-
-
+    main()

transforms.py

@@ -40,4 +40,4 @@ class Random2DTranslation(object):
         return croped_img
 
 if __name__ == '__main__':
-    pass
+    pass

utils.py

@@ -87,12 +87,4 @@ def read_json(fpath):
 def write_json(obj, fpath):
     mkdir_if_missing(osp.dirname(fpath))
     with open(fpath, 'w') as f:
-        json.dump(obj, f, indent=4, separators=(',', ': '))
-
-
-
-
-
-
-
-
+        json.dump(obj, f, indent=4, separators=(',', ': '))