Amazon MLS-C01 Exam - Topic 1 Question 75 Discussion

Actual exam question for Amazon's MLS-C01 exam

Question #: 75
Topic #: 1

A company wants to create an artificial intelligence (Al) 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.

...etermine 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 ...ss 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? (Select TWO.)

AImage Classification

BOptical Character Recognition (OCR)

CObject Detection

DPose estimation

EImage Generative Adversarial Networks (GANs)

Show Suggested Answer

Suggested Answer: C

by Tonette at May 28, 2023, 02:59 AM

Limited Time Offer

25%

Off

Get Premium MLS-C01 Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Freeman

7 months ago

Can AI really judge yoga form accurately? That's surprising!

upvoted 0 times

...

Casie

7 months ago

I agree, Pose estimation is key, but Object Detection? Not so sure.

upvoted 0 times

...

Hana

7 months ago

Wait, why would we need OCR for this? Seems off.

upvoted 0 times

...

Adolph

8 months ago

Object Detection seems like a solid choice too.

upvoted 0 times

...

My

8 months ago

Definitely going with Pose estimation for accuracy!

upvoted 0 times

...

Carma

8 months ago

I feel like image classification could be useful, but it might not provide the detailed feedback on stretches that pose estimation would.

upvoted 0 times

...

Lura

8 months ago

I practiced a similar question where we had to identify models for sports analysis. Pose estimation was definitely one of the key models we used.

upvoted 0 times

...

Jame

8 months ago

I'm not entirely sure about the object detection part. I think it might help with counting students, but I'm not confident.

upvoted 0 times

...

Myra

8 months ago

I remember we discussed how pose estimation is crucial for analyzing body positions in yoga. It seems like a good fit here.

upvoted 0 times

...

Crissy

8 months ago

Okay, let's see. Operational Intelligence is supposed to identify potential issues before they cause problems, so I'm guessing the answer has to do with something it proactively detects.

upvoted 0 times

...

Vallie

8 months ago

Option C seems a bit too simplistic to me. I don't think a one-for-one mapping between business and IT strategy is realistic or sufficient. I'm leaning towards B or D - establishing a target state architecture and aligning it to the business vision, or taking a broader business architecture perspective.

upvoted 0 times

...

Amira

8 months ago

Hmm, this looks like a tricky XSLT question. I'll need to carefully analyze the style sheet and XML document to determine the correct output.

upvoted 0 times

...

Louann

8 months ago

This question seems pretty straightforward. I think the key is to focus on the different trade rules that can be in place for agent schedules.

upvoted 0 times

...

Roselle

8 months ago

Wait, I'm a bit confused. Is there a difference between the standard data transfer charge and the charge for replicating data between the primary and standby? I'll need to read the question more closely.

upvoted 0 times

...

Daisy

1 year ago

Optical Character Recognition and Image GANs? I think the company is trying to create a yoga instructor AI that can also moonlight as a barista and a graphic designer. Talk about multitasking!

upvoted 0 times

Myra

12 months ago

A: Optical Character Recognition and Image GANs are not necessary for this specific task.

upvoted 0 times

...

Melita

12 months ago

B: I agree, those models would be more effective in accurately counting and differentiating students' yoga stretches.

upvoted 0 times

...

Gene

1 year ago

A: Pose estimation and Object Detection would be more relevant for this AI yoga instructor.

upvoted 0 times

...

Brittni

1 year ago

This is a tough one, but I think Image Classification and Pose Estimation are the way to go. It's like the AI is going to be the world's most advanced yoga teacher - it can count the students and make sure they're doing the poses right. I just hope it doesn't start critiquing their outfits, too.

upvoted 0 times

Lizbeth

1 year ago

It's amazing how technology can be used to improve something like yoga classes. I wonder what other applications AI can have in the future.

upvoted 0 times

...

Kanisha

1 year ago

Yeah, those models will definitely help the AI accurately count students and ensure they're doing the yoga poses correctly.

upvoted 0 times

...

Delsie

1 year ago

It's amazing how technology can be used to improve something like yoga classes. I wonder what other features they'll add to the AI instructor.

upvoted 0 times

...

Terrilyn

1 year ago

Yeah, those models can help accurately count students and ensure they're doing the poses correctly.

upvoted 0 times

...

Felicitas

1 year ago

I agree, Image Classification and Pose Estimation seem like the best choices for this AI yoga instructor.

upvoted 0 times

...

Lynelle

1 year ago

I agree, Image Classification and Pose Estimation seem like the best choices for this AI yoga instructor.

upvoted 0 times

...

Francoise

1 year ago

Image Generative Adversarial Networks? Are we trying to create virtual yoga students now? I'm not sure that's the best approach for this problem. Unless the company wants to replace the students with AI clones, that is.

upvoted 0 times

...

Leana

1 year ago

Optical Character Recognition? Really? I don't think reading the students' names is going to help with the yoga class. But I guess if the AI can't tell them apart, at least it can read their nametags.

upvoted 0 times

Pearlene

12 months ago

B: Definitely, we need models that can analyze the students' poses, not their names.

upvoted 0 times

...

Iluminada

12 months ago

A: Yeah, Image Classification and OCR wouldn't be as helpful in this scenario.

upvoted 0 times

...

Lacresha

1 year ago

B: I agree, those models can accurately track the location and angle of each student's arms and legs.

upvoted 0 times

...

Tashia

1 year ago

A: Pose estimation and Object Detection would be the best options for this AI yoga instructor.

upvoted 0 times

...

Kiley

1 year ago

B: Definitely, we need models that can analyze the students' movements, not their names.

upvoted 0 times

...

Roslyn

1 year ago

A: Yeah, Image Classification and OCR wouldn't be as useful in this scenario.

upvoted 0 times

...

Keneth

1 year ago

B: I agree, those models can accurately track the location and angle of each student's arms and legs.

upvoted 0 times

...

Adria

1 year ago

A: Pose estimation and Object Detection would be the best options for this AI yoga instructor.

upvoted 0 times

...

Ashleigh

1 year ago

Hmm, Object Detection and Pose Estimation seem like the way to go. The company needs to know how many students are in the class and how well they're doing their poses. This is going to be a real workout for the AI!

upvoted 0 times

...

Buffy

1 year ago

I'm not sure about Pose estimation, but I think Image Classification and Object Detection could also work well for this scenario.

upvoted 0 times

...

Shay

1 year ago

I agree with Brock, Pose estimation and Object Detection seem like the best options for accurately counting and differentiating students.

upvoted 0 times

...

Brock

1 year ago

I think we need Pose estimation and Object Detection for this task.

upvoted 0 times

...

Dahlia

1 year ago

Image Classification and Pose Estimation? That's a no-brainer. I can already see the yoga instructor AI in action, counting the students and giving them feedback on their poses. This is going to be a piece of cake!

upvoted 0 times