Exam AWS Certified Machine Learning Engineer - Associate MLA-C01 topic 1 question 86 discussion

🔑 Keyword: Identify an item in an image and provide its location ✅ Correct Answer: C. Object detection Why? Object detection algorithms detect and localize objects within images (bounding boxes). SageMaker supports built-in object detection using SSD (Single Shot Multibox Detector) and Faster R-CNN. Why Others Are Wrong? ❌ A. Image classification only identifies the object but does not provide its location. ❌ B. XGBoost is a gradient boosting algorithm for structured/tabular data, not images. ❌ D. k-NN is for classification/regression, not object localization.

https://docs.aws.amazon.com/sagemaker/latest/dg/algo-object-detection-tech-notes.html