October 6, 2019
Computer vision
This is the processing of visual information to obtain knowledge. The basic task inside this technology is to detect the object in images and video, i.e. to recognise that one picture in a corner shows a car and the other one shows a computer, keyboard and phone. In robotics, the results of object detection give the robot an understanding of what to do and how to do it, and help it learn.
A logical continuation of detection is tracking, i.e. first the object is detected and then the tracking of its movements begins. Robots need this to understand the visual scene and learn to predict the actions of other objects, which is indispensable, for example, for self-driving cars.
Other tasks for computer vision are segmentation of the image (understanding where the floor is, where the wall is and where the door is) and depth assessment. The latter involves understanding the distance to an object and is solved by reconstructing the three-dimensional geometry from a series of two-dimensional photographs.
How robots help making teleportation real
Natural language processing
Communication with a person is impossible without understanding his or her language. AI specialists disassemble in parts individual morphemes, even the emotional coloration of words in a text, sewing it into a program. Robots need these technologies, for them it’s like a dialogue window with a person, and it’s not just about understanding, but also about responding and learning new concepts.
Speech analytics
If the language processing concerns textual information, then the speech analytics is sound. First and foremost, this is speech recognition, which by 2019 has already become solidly mainstreamed into people’s lives. The next step is to speech synthesis and improve the voice quality of the robot and/or program itself to the levels of human communication.
Decision making
In other words, this technology can be called the automation of processes when they pass without human intervention. Since, again, we are talking about a weak AI that is tailored to individual tasks, the technology for decision-making is perhaps the most understandable in its purpose. The authors of the review highlight several applications for using such technologies:
- navigation, e.g. bypassing obstacles, memorizing and recording the path travelled, localizing yourself in space;
- learning through demonstrations, when the robot memories the actions shown visually or mechanically;
- emotional interaction, for which the machine needs to understand the mood of the person standing in front of you, superimpose it on its “character” features and produce the result as a “mimic” or “emotion”;
- automation of machine learning, i.e. reducing the person’s participation in machine learning, partial transfer to self-learning.
Of course, such technologies must be applied together with others: independent navigation together with computer vision, and emotions together with speech analytics.
Recommended systems
This technology is remotely similar to decision making, but analysts have identified it as a separate paragraph. The reason for this is the potential for wide application of recommendation systems in service robotics. We are talking about the supply of goods and services, targeted advertising, a selection of films and music. In the case of robots, the technology can lead to the spread of robotic waiters or sales consultants.
This is probably the best peacefulness i own seen so far. Karola Dickie Amyas
October 6, 2019This design is incredible! You most certainly know how to keep a reader entertained. Sandie Gene Minica
October 6, 2019I’d forever want to be update on new blog posts on this site, saved to bookmarks! .
October 6, 2019Thanks-a-mundo for the blog. Really looking forward to read more. Really Cool. Sonnie Earl Rozanne
October 6, 2019Superb, what a blog it is! This webpage provides useful information to us, keep it up. Marne Stanwood Wey
October 6, 2019I have been examinating out some of your articles and i can state nice stuff. I will make sure to bookmark your blog. Denice Sumner Derr
October 6, 2019Good article! We will be linking to this great content on our site. Keep up the great writing. Vittoria Brandtr Penelopa
October 7, 2019I like reading an article that can make men and women think. Also, thanks for allowing for me to comment. Caroline Zacharias Garibull
October 7, 2019Very interesting info!Perfect just what I was looking for!
October 7, 2019I visited several web pages but the audio feature for audio songs present at this website is truly excellent. Miguelita Edward Bob
October 7, 2019If you would like to improve your knowledge just keep visiting this web page and be updated with the most recent news update posted here. Dayle Alvin Michelina
October 7, 2019You made some clear points there. I did a search on the issue and found most people will approve with your blog. Romonda Julian Fawcette
October 7, 2019Pretty! This has been an incredibly wonderful post. Maryjo Pooh Gean
October 7, 2019Perfect piece of work you have done, this site is really cool with wonderful info . Lina Tristam Sion
October 7, 2019Hi, this weekend is nice in favor of me, since this occasion i am reading this impressive educational post here at my residence. Hollyanne Virge Chan
October 7, 2019I believe you have observed some very interesting details, regards for the post. Stormy Chaim Amathiste
October 7, 2019I have been examinating out some of your stories and i can state nice stuff. I will definitely bookmark your website. Teri Gonzales Fugere
October 8, 2019There as certainly a lot to find out about this subject. I really like all the points you made. Dona Will Kimmie
October 9, 2019