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Computer Vision = Teaching computers how to “see” and “understand” pictures and videos




                                        Subject: Convolutional Neural Networks (CNNs)

                                        CNNs (Convolutional Neural Networks) are the foundation of most modern
                                        computer vision systems, which enable tasks like object detection and image
                                        classification.




                 APPLICATIONS OF COMPUTER VISION
                 Computer vision can be used for the following applications:


                 Face Recognition

                 AI is used in face recognition for devices like smartphones.
                 Face unlock functionality, where the phone recognises the
                 user’s face and grants access, is a popular example of AI
                 in action. This technology uses computer vision algorithms
                 to match the captured face with the stored data.





                                                 Traffic Monitoring

                                                 AI-powered CCTV cameras are used in traffic monitoring to detect
                                                 red-light jumping and speeding. Cameras are equipped with AI
                                                 to identify vehicles breaking traffic rules and automatically send
                                                 violation alerts.




                 Healthcare
                 In the healthcare industry, AI analyses X-rays or scans to detect

                 diseases such as cancer, fractures or other abnormalities. AI helps
                 medical  professionals  identify  conditions  more accurately  and
                 quickly, improving the speed of diagnosis.





                                                         Self-driving Cars
                                                         In autonomous  vehicles,  AI helps  identify  pedestrians,
                                                         traffic signs and road lanes using cameras and sensors.
                                                         The AI system  processes  visual  data  to  help  the  car
                                                         navigate safely without human intervention.






                                                                                              Exploring AI Domains  119
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