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Computer vision
Computer vision is a field of artificial intelligence that uses digital image processing techniques to analyze visual content and understand scenes. The goal is to extract meaningful information from digital images and emulate some of the capabilities of human vision such as object recognition. Computer vision has applications in security, human behavior analysis, optical character recognition, special effects in movies, face filters in social media, autonomous vehicles, and scene formation. OpenCV is a popular open source library for computer vision that is written in C++ but can be used with other languages like C#, Java, and Python.
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Introduction to computer vision as a field of AI focusing on understanding digital images and mimicking human vision.
Overview of image representation in computer vision, detailing image processing tasks like scaling, object detection, and motion analysis.
Various applications of computer vision including security, OCR, smart cars, and special effects in media.
Introduction to OpenCV as an open-source computer vision library available in multiple programming languages.
Closing remarks of the presentation.
Computer vision
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- 2. What is computervision? • Computer vision is field of AI. • The goal of computer vision is to understand the content of digital images. • Typically, this involves developing methods that attempt to reproduce the capability of human vision.
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- 5. Computer Vision ImageProcessing Computer vision is the process of extracting real life information from an existing image. Image Processing is the process of creating a new image from an existing image. Tasks: • Object detection/recognition • Motion Analysis • Image Restoration • Tracking • Image Classification Tasks: • Scaling • Rotation • Smoothing/Blurring • Cropping • Edge detection
- 6. Applications Of Computervision : • Security • Human behaviour analysis • Optical Character Recognition (OCR) • Special Effects in movies • Face filters on Instagram,Snapchat… • Smart Cars / Driverless car • Scene Formation
- 7. OpenCV Library • OpenSource Computer vision library. • Written in C++. • Binded with C#,JAVA and PYTHON. • Current version : 4.1.1
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