ai-901 Practice Question 1877
Exam: ai-901
Domain: Describe Artificial Intelligence workloads and considerations
Topic: Identify features of common AI workloads
Difficulty: medium
In a scenario where a company wants to identify and classify different types of flowers in images uploaded by users, which AI workload would be most appropriate, and what feature should they focus on to ensure high accuracy in classification?
Answer Options
A
Natural Language Processing (NLP)
B
Computer Vision, focusing on pre-trained models with transfer learning capabilities
C
Generative AI, using GANs to generate flower images
D
Responsible AI principles, ensuring fairness and transparency in the model
Correct Answer
B: Computer Vision, focusing on pre-trained models with transfer learning capabilities
Explanation
The correct answer is B. Computer Vision is the most appropriate AI workload for image classification tasks. The feature that should be focused on to ensure high accuracy is the use of pre-trained models with transfer learning capabilities, such as ResNet or MobileNet, which can leverage existing knowledge from similar tasks to improve performance. Option A (NLP) is incorrect because it deals with text data rather than images. Option C (Generative AI) is incorrect because it focuses on generating new data rather than classifying existing data. Option D (Responsible AI principles) is not directly related to the technical aspect of the question but rather to ethical considerations, which are important but not the primary focus here.