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Traditional ML with SIFT & Bag-of-Words vs. Deep Learning with CNN (VGG16 transfer learning). Explore, train, and compare techniques on a diverse face dataset. Ideal for learning image classification
ParkingAPP is a Python-based parking management system with License Plate Recognition (LPR) capabilities. The application is developed as a project for the "Computer Vision" module during my Master's degree in Computer Vision at USTHB (University of Science and Technology Houari Boumediene)
A secure Image Processing pipeline based on Homomorphic Encryption, capable of performing various central tasks. Most notably, it includes matching encrypted images using the SIFT algorithm.
Explore sorting algorithms and big O notation in C. Find code examples and insights for efficient sorting and data structures. An ALX project written in C 🔥
This repository showcases image matching and transformation utilizing the SIFT algorithm and affine geometry, covering keypoint detection, descriptor matching, and combine two images.
This is my personal repo dedicated to Feature Detection, Descriptor, and Matching algorithms in computer vision. This repository is created to help me gain a deeper understanding of fundamental techniques such as SIFT, SURF, FAST, BRIEF, and ORB, and to sharpen my skills in computer vision.
This parking application was developed during my first year master degree. The objectif of this application is track every car that enter to a specific car park.