import json import sys from lib.clarifai_basic import ClarifaiCustomModel clarifai = ClarifaiCustomModel() with open('training_data.json') as data_file: data = json.load(data_file) concepts = data['concepts'] concept = sys.argv[1] for url in concepts[concept]['positive_urls']: print concept + " POSITIVE: " + url clarifai.positive(url, concept) for url in concepts[concept]['negative_urls']: print concept + " NEGATIVE: " + url clarifai.negative(url, concept) clarifai.train(concept)