Litcius/Paper detail

Object Detection using OpenCV and Python

Ayushi Sharma, Jyotsna Pathak, Muskan Prakash, J. Singh

20212021 3rd International Conference on Advances in Computing, Communication Control and Networking (ICAC3N)74 citationsDOI

Abstract

The paper has covered topics ranging from how artificial intelligence and machine learning algorithms help in object detection to how OpenCV is such a useful tool for beginners who wish to learn how real time object identification and tracking can be done. It also shows the flexibility of a tracking system to a moving camera, ideal for automotive safety applications. Image identification makes use of techniques like detection of an object, its recognition, and segmentation. The use of artificial intelligence and machine learning enhances the rate of processing the data and maintaining the standard of the outcome. Example, by using artificial intelligence, we can very easily complete difficult tasks.

Topics & Concepts

Artificial intelligenceComputer scienceObject detectionViola–Jones object detection frameworkComputer visionPython (programming language)SegmentationObject-class detectionImage segmentationCognitive neuroscience of visual object recognitionFace detectionVideo trackingRangingObject (grammar)Pattern recognition (psychology)Facial recognition systemTelecommunicationsOperating systemAdvanced Neural Network ApplicationsVehicle License Plate RecognitionImage and Object Detection Techniques