AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 58

Question

An ML engineer trained an ML model on Amazon SageMaker to detect automobile accidents from dosed-circuit TV footage. The ML engineer used SageMaker Data Wrangler to create a training dataset of images of accidents and non-accidents. The model performed well during training and validation. However, the model is underperforming in production because of variations in the quality of the images from various cameras. Which solution will improve the model's accuracy in the LEAST amount of time?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Recreate the training dataset by using the Data Wrangler corrupt image transform. Specify the impulse noise option.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 58