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Answer: Train an AutoML model on a corpus of images and build an API around it to integrate with package tracking applications.
AutoML is designed for training models to detect specific features, such as damage in this scenario, and can be integrated into existing systems via APIs. Cloud Vision API, while powerful, is a pre-trained model for general object detection and may not be as precise for specific tasks like damage detection without additional customization.
Author: LeetQuiz Editorial Team
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How can a shipping company automate the real-time detection of damaged packages using cameras on their delivery lines, ensuring flagged packages are reviewed by humans promptly?
A
Develop a TensorFlow model trained on a corpus of images and create a Python notebook in Cloud Datalab to analyze damaged packages.
B
Utilize BigQuery machine learning to analyze packages in batches and train the model at scale.
C
Train an AutoML model on a corpus of images and build an API around it to integrate with package tracking applications.
D
Use the Cloud Vision API to detect damage, raise an alert via Cloud Functions, and integrate it with package tracking applications.
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