There are 4 repositories under sift-algorithm topic.
Create panorama image using invariant features from given set of overlapping images.
Interactive code for image similarity using SIFT algorithm
Computer Vision Essentials in Python Programming Language :tada:
House price estimation from visual and textual features using both machine learning and deep learning models
Programs to detect keyPoints in Images using SIFT, compute Homography and stitch images to create a Panorama and compute epilines and depth map between stereo images.
Panorama image stitching using SIFT algorithm, Homography, RANSAC and weighted blending in OpenCV.
Copy objects from real life and directly paste them on a background image using only your phone's camera
3D scene reconstruction and camera pose estimation given images from different views (Structure from Motion)
Python object detection package (uses TF models and OpenCV)
Obstacle Avoidance for small UAVs using monocular vision
This project takes in an image of a finger, then preprocesses this input image to extract the fingerprint and using SIFT, checks if this fingerprint is already present in the database.
Fingerprint Matching System Final Year Project
This research uses computer vision and machine learning for implementing a fixed-wing-uav detection technique for vision based net landing on moving ships. A rudimentary technique using SIFT descriptors, Bag-of-words and SVM classification was developed during the study.
Build a classifier to classify transport using sift and svm
Object 2D Pose Estimation trained by RGB Data - Using Intel® RealSense D435
Splicing detection | ML
Finds the stereo disparity between a pair of stereo images using SIFT and ORB algorithms
Using the sift features and SVM classifier on images.
Demonstration of sift algorithm to track objects and observing the effect of each parameter on performance.
CurveTopia tackles shape detection and completion, featuring regularization and occlusion tasks. The Regularisation folder contains the regularization task, and the master_folder holds Jupyter notebooks (.ipynb) for Algorithms 1 to 4 on occlusion. The Streamlit app integrates all solutions for interactive use.
Assignments for 3D Computer Vision, IIT Gandhinagar
Code for beer label classification using SIFT and ORB
This is an assignment for our computer vision course. It uses py-Qt5 to make GUI and open-cv to detect feature points and match them. Finally, it outputs an image which is stitched by two images. Part of this code comes from the Internet. Thanks for their unselfish dedication.
Image search engine using Angular and Python.
Computer Vision project for object detection. Grocery items are detected on a store shelf from single model images using local invariant features and the Generalized Hough transform.
Feature matching (SIFT) between two images and then applying normalized linear homography estimation, robustified by standard RANSAC
This is an experimental facial recognition project by matching the features extracted using SIFT.