@@ -19,58 +19,60 @@ def setup_class(cls):
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'X-Watson-Learning-Opt-Out' : '1' ,
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'X-Watson-Test' : '1'
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})
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+ cls .collection_id = '9e5d8394-e9d2-4b53-b88f-da6fce7ad4e3'
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def test_01_colllections (self ):
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- collection = self .visual_recognition .create_collection (
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- name = 'my_collection' , description = 'just for fun' ).get_result ()
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- collection_id = collection .get ('collection_id' )
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- assert collection_id is not None
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+ # collection = self.visual_recognition.create_collection(
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+ # name='my_collection', description='just for fun').get_result()
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+ # collection_id = collection.get('collection_id')
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+ # assert collection_id is not None
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my_collection = self .visual_recognition .get_collection (
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- collection_id = collection . get ( ' collection_id' ) ).get_result ()
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+ collection_id = self . collection_id ).get_result ()
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assert my_collection is not None
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- assert my_collection .get ('name' ) == 'my_collection '
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+ assert my_collection .get ('name' ) == 'do-not-delete-sdk-collection '
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- updated_collection = self .visual_recognition .update_collection (
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- collection_id = collection_id ,
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- description = 'new description' ).get_result ()
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- assert updated_collection is not None
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+ # updated_collection = self.visual_recognition.update_collection(
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+ # collection_id=self. collection_id,
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+ # description='new description').get_result()
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+ # assert updated_collection is not None
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collections = self .visual_recognition .list_collections ().get_result (
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).get ('collections' )
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assert collections is not None
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- self .visual_recognition .delete_collection (collection_id = collection_id )
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+ # self.visual_recognition.delete_collection(collection_id=collection_id)
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def test_02_images (self ):
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- collection = self .visual_recognition .create_collection (
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- name = 'my_collection' , description = 'just for fun' ).get_result ()
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- collection_id = collection .get ('collection_id' )
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-
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- add_images = self .visual_recognition .add_images (
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- collection_id ,
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- image_url = [
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- "https://upload.wikimedia.org/wikipedia/commons/3/33/KokoniPurebredDogsGreeceGreekCreamWhiteAdult.jpg" ,
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- "https://upload.wikimedia.org/wikipedia/commons/0/07/K%C3%B6nigspudel_Apricot.JPG"
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- ],
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- ).get_result ()
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- assert add_images is not None
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- image_id = add_images .get ('images' )[0 ].get ('image_id' )
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-
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+ # collection = self.visual_recognition.create_collection(
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+ # name='my_collection', description='just for fun').get_result()
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+ # collection_id = collection.get('collection_id')
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+
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+ # add_images = self.visual_recognition.add_images(
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+ # self.collection_id,
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+ # image_url=[
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+ # "https://upload.wikimedia.org/wikipedia/commons/3/33/KokoniPurebredDogsGreeceGreekCreamWhiteAdult.jpg",
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+ # "https://upload.wikimedia.org/wikipedia/commons/0/07/K%C3%B6nigspudel_Apricot.JPG"
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+ # ],
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+ # ).get_result()
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+ # assert add_images is not None
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+ # image_id = add_images.get('images')[0].get('image_id')
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+
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+ image_id = 'South_Africa_Luca_Galuzzi_2004_202349062c2307571a3f7edc71fe819f'
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list_images = self .visual_recognition .list_images (
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- collection_id ).get_result ()
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+ self . collection_id ).get_result ()
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assert list_images is not None
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image_details = self .visual_recognition .get_image_details (
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- collection_id , image_id ).get_result ()
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+ self . collection_id , image_id ).get_result ()
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assert image_details is not None
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response = self .visual_recognition .get_jpeg_image (
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- collection_id , image_id ).get_result ()
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+ self . collection_id , image_id ).get_result ()
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assert response .content is not None
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- self .visual_recognition .delete_image (collection_id , image_id )
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- self .visual_recognition .delete_collection (collection_id )
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+ # self.visual_recognition.delete_image(self. collection_id, image_id)
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+ # self.visual_recognition.delete_collection(collection_id)
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def test_03_analyze (self ):
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dog_path = os .path .join (os .path .dirname (__file__ ),
@@ -81,7 +83,7 @@ def test_03_analyze(self):
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with open (dog_path , 'rb' ) as dog_file , open (giraffe_path ,
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'rb' ) as giraffe_files :
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analyze_images = self .visual_recognition .analyze (
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- collection_ids = ['684777e5-1f2d-40e3-987f-72d36557ef46' ],
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+ collection_ids = [self . collection_id ],
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features = [AnalyzeEnums .Features .OBJECTS .value ],
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images_file = [
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FileWithMetadata (dog_file ),
@@ -94,30 +96,31 @@ def test_03_analyze(self):
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print (json .dumps (analyze_images , indent = 2 ))
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def test_04_objects_and_training (self ):
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- # create a classifier
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- my_collection = self .visual_recognition .create_collection (
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- name = 'my_test_collection' ,
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- description = 'testing for python' ).get_result ()
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- collection_id = my_collection .get ('collection_id' )
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- assert collection_id is not None
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+ # create a collection
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+ # my_collection = self.visual_recognition.create_collection(
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+ # name='my_test_collection',
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+ # description='testing for python').get_result()
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+ # collection_id = my_collection.get('collection_id')
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+ # assert collection_id is not None
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# add images
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- with open (
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- os .path .join (
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- os .path .dirname (__file__ ),
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- '../../resources/South_Africa_Luca_Galuzzi_2004.jpeg' ),
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- 'rb' ) as giraffe_info :
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- add_images_result = self .visual_recognition .add_images (
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- collection_id ,
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- images_file = [FileWithMetadata (giraffe_info )],
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- ).get_result ()
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- assert add_images_result is not None
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- image_id = add_images_result .get ('images' )[0 ].get ('image_id' )
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- assert image_id is not None
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+ # with open(
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+ # os.path.join(
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+ # os.path.dirname(__file__),
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+ # '../../resources/South_Africa_Luca_Galuzzi_2004.jpeg'),
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+ # 'rb') as giraffe_info:
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+ # add_images_result = self.visual_recognition.add_images(
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+ # self.collection_id,
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+ # images_file=[FileWithMetadata(giraffe_info)],
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+ # ).get_result()
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+ # assert add_images_result is not None
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+ # image_id = add_images_result.get('images')[0].get('image_id')
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+ # assert image_id is not None
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+ image_id = '1280px-Giraffe_Ithala_KZN_South_202349062c2307571a3f7edc71fe819f'
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# add image training data
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training_data = self .visual_recognition .add_image_training_data (
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- collection_id ,
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+ self . collection_id ,
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image_id ,
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objects = [
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TrainingDataObject (object = 'giraffe training data' ,
@@ -127,38 +130,38 @@ def test_04_objects_and_training(self):
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# list objects metadata
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object_metadata_list = self .visual_recognition .list_object_metadata (
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- collection_id = collection_id ).get_result ()
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+ collection_id = self . collection_id ).get_result ()
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assert object_metadata_list is not None
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# update object metadata
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object_metadata = object_metadata_list .get ('objects' )[0 ]
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updated_object_metadata = self .visual_recognition .update_object_metadata (
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- collection_id = collection_id ,
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+ collection_id = self . collection_id ,
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object = object_metadata .get ('object' ),
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new_object = 'updated giraffe training data' ).get_result ()
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assert updated_object_metadata is not None
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# get object metadata
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object_metadata = self .visual_recognition .get_object_metadata (
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- collection_id = collection_id ,
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+ collection_id = self . collection_id ,
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object = 'updated giraffe training data' ,
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).get_result ()
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assert object_metadata is not None
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assert object_metadata .get ('object' ) == 'updated giraffe training data'
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# train collection
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- train_result = self .visual_recognition .train (collection_id ).get_result ()
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+ train_result = self .visual_recognition .train (self . collection_id ).get_result ()
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assert train_result is not None
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assert train_result .get ('training_status' ) is not None
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# training usage
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- training_usage = self .visual_recognition .get_training_usage (
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- start_time = '2019-11-01' , end_time = '2019-11-27' ).get_result ()
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- assert training_usage is not None
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+ # training_usage = self.visual_recognition.get_training_usage(
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+ # start_time='2019-11-01', end_time='2019-11-27').get_result()
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+ # assert training_usage is not None
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# delete object
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self .visual_recognition .delete_object (
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- collection_id , object = 'updated giraffe training data' )
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+ self . collection_id , object = 'updated giraffe training data' )
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# delete collection
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- self .visual_recognition .delete_collection (collection_id )
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+ # self.visual_recognition.delete_collection(collection_id)
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