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Generative AI Leader Practice Question: A research team wants to generate high-quality…
A research team wants to generate high-quality images from text descriptions for a marketing campaign. They need the ability to edit specific regions of generated images while preserving the rest. Which Google Cloud AI service should they use?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Imagen on Vertex AI
Imagen supports inpainting (region editing via masks) natively. Gemini is multimodal but not primarily for image generation. Veo generates video, not images. Codey is for code.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Gemini 1.5 Pro with image input
Why it's wrong here
Gemini can process images but is not designed for text-to-image generation or inpainting.
- ✗
Codey on Vertex AI
Why it's wrong here
Codey generates code, not images.
- ✗
Veo on Vertex AI
Why it's wrong here
Veo generates videos, not still images; it does not offer image inpainting.
- ✓
Imagen on Vertex AI
Why this is correct
Imagen is a text-to-image model that supports inpainting and editing capabilities through mask-based region editing.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This Generative AI Leader practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the Generative AI Leader exam.