PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #318
You are an AI architect at a popular photo sharing social media platform. Your organization's content moderation team currently scans images uploaded by users and removes explicit images manually…
The correct answer is C. Create a dataset using manually labeled images. Ingest this dataset into AutoML. Train an image. Using AutoML for image classification allows you to quickly build a high-quality model without needing deep ML expertise. Deploying the model to a Vertex AI endpoint and integrating it with the image upload process enables real-time moderation. This solution is efficient…
Question
Options
- ATrain an image clustering model by using TensorFlow in a Vertex AI Workbench instance. Deploy
- BDevelop a custom TensorFlow model in a Vertex AI Workbench instance. Train the model on a
- CCreate a dataset using manually labeled images. Ingest this dataset into AutoML. Train an image
- DSend a copy of every user-uploaded image to a Cloud Storage bucket. Configure a Cloud Run
How the community answered
(19 responses)- A5% (1)
- B16% (3)
- C74% (14)
- D5% (1)
Explanation
Using AutoML for image classification allows you to quickly build a high-quality model without needing deep ML expertise. Deploying the model to a Vertex AI endpoint and integrating it with the image upload process enables real-time moderation. This solution is efficient, scalable, and allows for continuous improvement through monitoring and retraining.
Topics
Community Discussion
No community discussion yet for this question.