Robotics & Artificial Intelligence
Answer
Three tasks associated with Computer Vision are:
- Identification of Object: The system identifies and locates items of interest within a visual frame, separating them from the background.
- Extraction of Features: The system extracts distinctive features of the object such as shape, colour, texture or specific patterns that help differentiate it from others.
- Classification of Objects: Using the features extracted, the object is then classified into a category (such as person, vehicle, etc.). This classification relies on machine learning models trained with numerous images.
Related Questions
Domains of AI refers to as the various specialised areas within artificial intelligence. These domains deal with specific problems, techniques, applications, etc. to make it easier to categorise and understand the vast field of artificial intelligence. The following are some statements which are related to domains of AI. Read the statements carefully and identify the domains.
(a) In this processing, human language is separated into fragments so that the grammatical structure of sentences and the meaning of words can be analysed.
(b) It involves on the use of artificial neural networks to model and solve complex problems.
(c) It enables the computers and machines to interpret and understand visual information from the digital world such as images, videos or any visual inputs.
(d) It is a subset and fundamental domain within artificial intelligence which focuses on the development of computer programs.
What is meant Super AI?
How does a machine begin to learn? Explain with an example.
Enlist any five applications of Machine Learning.