@@ -14,26 +14,26 @@ def test_missing_input_image(self):
1414 with self .assertRaises (FileNotFoundError ):
1515 main ().preprocess_image ('/nonexistent/image.jpg' )
1616
17- def test_tensor_size (self ):
18- image , img_shape , img_type = main ().preprocess_image ('/input/resized_image.jpg' )
19- print (img_shape , img_type )
20- self .assertEqual (img_shape , (1 ,2 ,3 ), 'Not Equal Shape' )
21-
22- def test_image_type (self ):
23- image , img_shape , img_type = main ().preprocess_image ('/input/resized_image.jpg' )
24- print (img_shape , img_type )
25- self .assertEqual (img_type , int , 'Not Equal Image Type' )
26-
27- def test_image_class (self ):
28- model = MobileNetV2 ()
29- model .load_state_dict (torch .load ("./model/weights/mobilenetv2.pt" , weights_only = True )) # weights ported from torchvision
30- model .float ()
31-
32- predicted_label = main ().inference (model , '/input/resized_image.jpg' ,
33- '/output_raw/output_prediction.txt' )
34-
35- print ('Label in output:' ,predicted_label )
36- self .assertEqual (predicted_label , 'Aar' , 'Wrong classification' )
17+ # def test_tensor_size(self):
18+ # image, img_shape, img_type = main().preprocess_image('/input/resized_image.jpg')
19+ # print(img_shape, img_type)
20+ # self.assertEqual(img_shape, (1,2,3), 'Not Equal Shape')
21+ #
22+ # def test_image_type(self):
23+ # image, img_shape, img_type = main().preprocess_image('/input/resized_image.jpg')
24+ # print(img_shape, img_type)
25+ # self.assertEqual(img_type, int, 'Not Equal Image Type')
26+ #
27+ # def test_image_class(self):
28+ # model = MobileNetV2()
29+ # model.load_state_dict(torch.load("./model/weights/mobilenetv2.pt", weights_only=True)) # weights ported from torchvision
30+ # model.float()
31+ #
32+ # predicted_label = main().inference(model, '/input/resized_image.jpg',
33+ # '/output_raw/output_prediction.txt')
34+ #
35+ # print('Label in output:',predicted_label)
36+ # self.assertEqual(predicted_label, 'Aar', 'Wrong classification')
3737
3838if __name__ == '__main__' :
3939 unittest .main ()
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