How is machine learning used to detect objects

0 votes
How is machine learning used to detect objects?
Nov 30, 2018 in Others by Ali
• 11,360 points
857 views

1 answer to this question.

0 votes

To understand the surrounding environment in real time, a central component to the robot is an object detection module — a program that inputs images and returns a list of object boxes. An image is a large three-dimensional array consisting of a myriad of numbers representing pixel intensities. These values change significantly when the image is taken at night instead of daytime; when the object’s color, scale or position changes, or when the object itself is truncated or occluded. In the robot software, there are sets of trainable units, mostly neural networks, where the code is written by the model itself. The program is represented by a set of weights. At first, these numbers are randomly initialized, and the program’s output is random as well. The engineers present the model examples of what they would like to predict and ask the network to get better the next time it sees a similar input. By iteratively changing the weights, the optimization algorithm searches for programs that predict bounding boxes more and more accurately.

Hope this helps!

To know more about Machine Learning, Join the Machine Learning certification course today.

Thank you!!

answered Nov 30, 2018 by Kailash

Related Questions In Others

0 votes
1 answer

What is a name function in JavaScript & how to define it?

A named function declares a name as ...READ MORE

answered Mar 7, 2019 in Others by Frankie
• 9,830 points
4,702 views
0 votes
0 answers

How is AI different from Deep learning?

How is AI different from Deep Learning? READ MORE

Apr 22, 2019 in Others by Halder
474 views
0 votes
1 answer

what is machine learning and artificial intelligence?

Artificial intelligence (AI) is a technology that ...READ MORE

answered Jan 31, 2022 in Others by Edureka
• 12,690 points
495 views
0 votes
0 answers

How is it possible for DynamoDB to support both Key-Value and Document database properties at the same time

As per DynamoDB's documentation, it supports both ...READ MORE

Apr 5, 2022 in Others by Kichu
• 19,040 points
756 views
+4 votes
9 answers

Will robots take over surgeons?

Yes we will definitely need a surgeon ...READ MORE

answered Nov 30, 2018 in Events & Trending Topics by anonymous
2,249 views
0 votes
2 answers
0 votes
1 answer
0 votes
1 answer

How to check if array is multidimensional or not?

Since the 'second dimension' could be just ...READ MORE

answered Nov 5, 2018 in Others by DataKing99
• 8,250 points
6,000 views
0 votes
2 answers

How to get the URL of the current tab in Google Chrome?

Its so simple.... If you want to ...READ MORE

answered Aug 12, 2020 in Others by Steve
• 200 points
3,609 views
webinar REGISTER FOR FREE WEBINAR X
REGISTER NOW
webinar_success Thank you for registering Join Edureka Meetup community for 100+ Free Webinars each month JOIN MEETUP GROUP