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PROFESSIONAL-DATA-ENGINEER · Question #231
You work for a shipping company that has distribution centers where packages move on delivery lines to route them properly. The company wants to add cameras to the delivery lines to detect and track a
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Submitted by mateo_ar· Mar 30, 2026
Question
You work for a shipping company that has distribution centers where packages move on delivery lines to route them properly. The company wants to add cameras to the delivery lines to detect and track any visual damage to the packages in transit. You need to create a way to automate the detection of damaged packages and flag them for human review in real time while the packages are in transit. Which solution should you choose?
Options
- AUse BigQuery machine learning to be able to train the model at scale, so you can analyze the packages in batches.
- BTrain an AutoML model on your corpus of images, and build an API around that model to integrate with the package tracking applications.
- CUse the Cloud Vision API to detect for damage, and raise an alert through Cloud Functions. Integrate the package tracking applications with this function.
- DUse TensorFlow to create a model that is trained on your corpus of images. Create a Python notebook in Cloud Datalab that uses this model so you can
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