Exam AWS Certified Machine Learning - Specialty topic 1 question 291 discussion

Exam question from Amazon's AWS Certified Machine Learning - Specialty

Question #: 291
Topic #: 1

[All AWS Certified Machine Learning - Specialty Questions]

A company wants to create an artificial intelligence (AШ) yoga instructor that can lead large classes of students. The company needs to create a feature that can accurately count the number of students who are in a class. The company also needs a feature that can differentiate students who are performing a yoga stretch correctly from students who are performing a stretch incorrectly.

Determine whether students are performing a stretch correctly, the solution needs to measure the location and angle of each student’s arms and legs. A data scientist must use Amazon SageMaker to access video footage of a yoga class by extracting image frames and applying computer vision models.

Which combination of models will meet these requirements with the LEAST effort? (Choose two.)

A. Image Classification
B. Optical Character Recognition (OCR)
C. Object Detection
D. Pose estimation
E. Image Generative Adversarial Networks (GANs)

Show Suggested Answer

Suggested Answer: CD 🗳️

by kyuhuck at Feb. 7, 2024, 10:23 a.m.

Disclaimers:

- ExamTopics website is not related to, affiliated with, endorsed or authorized by Amazon.
- Trademarks, certification & product names are used for reference only and belong to Amazon.

Comments

Submit Cancel

vkbajoria

11 months, 3 weeks ago

Selected Answer: CD

Object detection for the count and Pose detection for posture

upvoted 1 times

...

Stokvisss

11 months, 3 weeks ago

Selected Answer: CD

Object detection + pose detection will do.

upvoted 1 times

...

delfoxete

1 year ago

Selected Answer: CD

agrees

upvoted 1 times

...

kyuhuck

1 year ago

Selected Answer: CD

C. Object Detection: This model can identify and locate multiple objects within an image frame. For the task of counting the number of students in a class, object detection models can recognize and count the number of people present. This is essential for understanding class size and ensuring that each student is accounted for in the analysis. D. Pose Estimation: Pose estimation models are designed to determine the positions and orientations of human bodies in images or videos. They can identify the location and angle of a person's arms, legs, and other body parts. This capability is crucial for analyzing whether a student is performing a yoga stretch correctly by comparing their pose to the desired alignment and form for each yoga pose.

upvoted 4 times

...