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authorChristian Cleberg <hello@cleberg.net>2023-09-18 20:54:34 -0500
committerChristian Cleberg <hello@cleberg.net>2023-09-18 20:54:34 -0500
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-
-
-
-pip install --upgrade --user "ibm-watson>=4.5.0"
-
-
-apikey = "<your-apikey>"
-version = "2018-03-19"
-url = "<your-url>"
-
-
-import json
-from ibm_watson import VisualRecognitionV3
-from ibm_cloud_sdk_core.authenticators import IAMAuthenticator
-
-authenticator = IAMAuthenticator(apikey)
-visual_recognition = VisualRecognitionV3(
- version=version,
- authenticator=authenticator
-)
-
-visual_recognition.set_service_url(url)
-
-
-visual_recognition.set_default_headers({'x-watson-learning-opt-out': "true"})
-
-
-data = [
-{
- "title": "Bear Country, South Dakota",
- "url": "https://example.com/photos/highres/20140717.jpg"
-},
-{
- "title": "Pactola Lake",
- "url": "https://example.com/photos/highres/20140718.jpg"
-},
-{
- "title": "Welcome to Utah",
- "url": "https://example.com/photos/highres/20190608_02.jpg"
-},
-{
- "title": "Honey Badger",
- "url": "https://example.com/photos/highres/20190611_03.jpg"
-},
-{
- "title": "Grand Canyon Lizard",
- "url": "https://example.com/photos/highres/20190612.jpg"
-},
-{
- "title": "The Workhouse",
- "url": "https://example.com/photos/highres/20191116_01.jpg"
-}
-]
-
-
-from ibm_watson import ApiException
-
-for x in range(len(data)):
- try:
- url = data[x]["url"]
- images_filename = data[x]["title"]
- classes = visual_recognition.classify(
- url=url,
- images_filename=images_filename,
- threshold='0.6',
- owners=["IBM"]).get_result()
- print("-------------------------------------------------------------------------------------------------------------------------------------")
- print("Image Title: ", data[x]["title"], "\n")
- print("Image URL: ", data[x]["url"], "\n")
- classification_results = classes["images"][0]["classifiers"][0]["classes"]
- for result in classification_results:
- print(result["class"], "(", result["score"], ")")
- print("-------------------------------------------------------------------------------------------------------------------------------------")
- except ApiException as ex:
- print("Method failed with status code " + str(ex.code) + ": " + ex.message)