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The Viola-Jones object detection framework, introduced in 2001 by Paul Viola and Michael Jones, represents a breakthrough in the field of Computer Vision (CV), particularly in the domain of real-time face detection.
The face of a human is crucial for conveying identity. Computer scientists, Neuro scientists, and psychologists, all exploits this human feature using image processing techniques for commercial, and law enforcement applications. Likewise, this feature can be invited into classrooms to maintain records of students’ attendance. Con- temporary trad…
This is the source code for the end project of Statistical Methods in AI, 5th Semester, IIITH, '22. The project involves implementation of a research paper. The research paper is the Paper of Viola Jones Algorithm
In this repository you can try how Viola-Jones face detection has much smaller accuracy than using CNN from DLIB. I also implemented IOU function which you can use for calculating accuracy and two functions which will scrape 'data' folder and save faces data with pickle.
This project is part of the CS course 'Systems Engineering Meets Life Sciences I' at Goethe University Frankfurt. In this Computer Vision project, we present our first attempt at tackling the problem of traffic sign recognition using a systems engineering approach.