AIF-C01 Question 4
Single answerA company wants to implement a solution to automatically detect inappropriate content in user-uploaded images on their platform. They plan to use a pre-trained AWS AI service. Which of the following terms best describes this process?
- A
Computer vision
- B
Natural language processing (NLP)
- C
Large language model (LLM)
- D
Model training
Show answer and explanation
Correct answer: A
Explanation
The correct answer is 'Computer vision' because the scenario involves analyzing image content to detect inappropriate elements. Computer vision is a branch of AI specifically designed to process and understand visual data. The other options either relate to text-based AI (NLP and LLMs) or a process (model training) that does not apply to the use of a pre-trained AWS service.
- A. Correct.
Computer vision refers to the field of AI that enables machines to interpret and process visual data such as images or videos, making it the correct term for analyzing user-uploaded images.
- B. Incorrect.
Natural language processing (NLP) is focused on understanding and generating human language, such as analyzing text or speech, which is unrelated to image content analysis.
- C. Incorrect.
Large language models (LLMs) are designed for processing and generating text based on extensive training on language data, not for analyzing visual content.
- D. Incorrect.
Model training involves creating or fine-tuning a machine learning model using labeled data, but in this case, the company plans to use a pre-trained service, so training is not relevant.