- Computer Vision (CV)
- Natural Language Processing (NLP)
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The computer vision includes following methods to produce information:
- Acquiring Images
- Processing Images
- Analyzing Images
- Understanding Images
It is used in various areas, some them are as following:
Computer Vision is mainly used for Face recognition systems to recognize the faces in images and videos. The application areas like google photos, spanchat, facebook, instagram etc.
Content Based Image Retrieval systems identifies images based on image properties like composition, colour, texture etc. The application ares are search engines like googe & bing, used in different CT scans and MRI in hospitals etc.
Computer Vision also helpful in smart interactions to supplies input to computers. It is mainly used in games, systems designed for differently abled individuals etc.
Computer vision also helps in Environment Perception such as analyzing videos, images or video feeds for identifying patterns and perceiving environment. Application areas are Home security systems, Office security systems, Drone based Surveillance system etc.
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3. Natural Language Processing (NLP): The programming languages works on their own principles, syntax and keywords. The aim of NLP is developing such systems that works on human natural language on oral as well spoken language.
It has two main components:
- Natural Language Understanding (NLU): It is used for spoken or written language to provide link between natural language inputs and what they present. It analyzes different aspects of language.
- Natural Language Generation (NLG): It helps to produce meaningful phrases and sentences along with Text planning, Sentence Planing and Text realization.