!12945 update code for unet 310 infer

From: @lihongkang1
Reviewed-by: @c_34,@oacjiewen
Signed-off-by: @c_34

model_zoo/official/cv/unet/postprocess.py

@@ -60,7 +60,8 @@ def test_net(data_dir,
              cross_valid_ind=1,
              cfg=None):
 
-    _, valid_dataset = create_dataset(data_dir, 1, 1, False, cross_valid_ind, False)
+    _, valid_dataset = create_dataset(data_dir, 1, 1, False, cross_valid_ind, False, do_crop=cfg['crop'],
+                                      img_size=cfg['img_size'])
     labels_list = []
 
     for data in valid_dataset:
@@ -90,7 +91,7 @@ if __name__ == '__main__':
 
     for j in range(len(os.listdir(rst_path))):
         file_name = rst_path + "ISBI_test_bs_1_" + str(j) + "_0" + ".bin"
-        output = np.fromfile(file_name, np.float32).reshape(1, 2, 388, 388)
+        output = np.fromfile(file_name, np.float32).reshape(1, 2, 576, 576)
         label = label_list[j]
         metrics.update(output, label)
 

model_zoo/official/cv/unet/preprocess.py

@@ -20,7 +20,8 @@ from src.config import cfg_unet
 
 def preprocess_dataset(data_dir, result_path, cross_valid_ind=1, cfg=None):
 
-    _, valid_dataset = create_dataset(data_dir, 1, 1, False, cross_valid_ind, False)
+    _, valid_dataset = create_dataset(data_dir, 1, 1, False, cross_valid_ind, False, do_crop=cfg['crop'],
+                                      img_size=cfg['img_size'])
 
     for i, data in enumerate(valid_dataset):
         file_name = "ISBI_test_bs_1_" + str(i) + ".bin"