anomaly-segmentation topic
anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
MVTec-Anomaly-Detection
This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.
DFR
Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction
Reconstruction-by-inpainting-for-visual-anomaly-detection
This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).
AutoEncoder-SSIM-for-unsupervised-anomaly-detection-
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders
orthoad
Semi-Orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation
IGD
Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]
3D-ADS
Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper.
awesome-industrial-anomaly-detection
Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。
patchcore-few-shot
Implementation of our paper "Optimizing PatchCore for Few/many-shot Anomaly Detection"