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GCP Cloud Digital Leader Practice Question

A fashion retailer needs to auto-tag thousands of new product photos with detailed, domain-specific attributes such as "cap sleeves" or "paisley pattern." The small analytics team has image examples with correct labels but little machine-learning expertise and wants the quickest path to a high-accuracy model without managing training infrastructure. Which Google Cloud offering best fits these requirements?

  • Develop and train a bespoke TensorFlow model on Vertex AI Training and deploy it with Vertex AI Prediction.

  • Call Cloud Vision API's pre-trained label detection to annotate each product image.

  • Load the images' metadata into BigQuery and create a clustering model with BigQuery ML.

  • Train a custom image-classification model with Vertex AI AutoML Vision using the retailer's labeled photos.

GCP Cloud Digital Leader
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