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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

cnn-matching

Source code and datadset for "A Heterogeneous Remote-Sensing Image Matching Method Based on Deep Learning Feature"

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

deye

Keep an Eye on Defects Inspection.

edge-based-template-matching

Edge Based Template Matching

edgessubpix

Sub-Pixel Edge Detection Using OpenCV

fpldata

the data set of First Article Inspection of Flexographic Printing Labels

gms-feature-matcher

GMS: Grid-based Motion Statistics for Fast, Ultra-robust Feature Correspondence (CVPR 17 & IJCV 20)

hypergraph-matching

Code of the paper "Game theoretic hypergraph matching for multi-source image correspondences". [论文代码] 超图匹配和多源图像特征点匹配。

image-matching-benchmark

Public release of the Image Matching Benchmark: https://image-matching-challenge.github.io

lift

Code release for the ECCV 2016 paper

ornl-deeplearningforatomicscaledefecttracking

Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2

pangzi

print-defect-detection

铭牌印刷缺陷视觉检测系统

print-defect-detection-and-quality-assessment

A collection of print defect detection and quality assessment papers with code (constantly updating)

rotation-detect-yolov5_poly

shape_based_matching_subpixel

https://github.com/meiqua/shape_based_matching

stad

Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings

superpoint

Efficient neural feature detector and descriptor

superpoint_slam

SuperPoint + ORB_SLAM2

superpointpretrainednetwork

PyTorch pre-trained model for real-time interest point detection, description, and sparse tracking (https://arxiv.org/abs/1712.07629)

tiny-defect-detection-for-pcb

This is a repository about PCB defect detection.

visuallocalizationbenchmark