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Top 7 feature-matching open source projects

[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching

✭ 57

rectification image-matching depth-estimation robotcar feature-matching local-features single-image-depth-prediction monocular-depth-estimation

ezSIFT

ezSIFT: An easy-to-use standalone SIFT library written in C/C++

✭ 80

C++objective c computer-vision feature-detection feature-extraction sift sift-algorithm feature-matching sift-descriptors

LoFTR

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021

✭ 1,046

Jupyter Notebook python shell pose-estimation 3d-vision feature-matching

Semi-Supervised-Learning-GAN

Semi-supervised Learning GAN

✭ 72

Jupyter Notebook tensorflow gan semi-supervised-learning generative-adversarial-networks feature-matching

Feature-Detection-and-Matching

Feature Detection and Matching with SIFT, SURF, KAZE, BRIEF, ORB, BRISK, AKAZE and FREAK through the Brute Force and FLANN algorithms using Python and OpenCV

✭ 95

python Jupyter Notebook opencv feature-detection surf sift orb opencv-python freak feature-matching brief brisk kaze akaze

PCLoc

Pose Correction for Highly Accurate Visual Localization in Large-scale Indoor Spaces (ICCV 2021)

✭ 37

python deep-learning image-retrieval pose-estimation feature-matching indoor-localization visual-localization iccv2021

py image registration

图像配准算法。包括 SIFT、ORB、SURF、AKAZE、BRIEF、matchTemplate

✭ 53

python opencv template-matching feature-matching

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