anomaly-localization 开源项目推荐（19 个）

open-edge-platform /anomalib

一个异常检测库，包含最先进的算法以及实验管理、超参数优化和边缘推理等功能。

xiahaifeng1995 /PaDiM-Anomaly-Detection-Localization-master

这是论文“PaDiM：异常检测和定位的补丁分布建模框架”的非官方实现。

nelson1425 /EfficientAD

Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535

raadon96 /MVTec-Anomaly-Detection

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

plutoyuxie /AutoEncoder-SSIM-for-unsupervised-anomaly-detection-

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

ymxlzgy /FoundAD

[ICLR 2026] 论文《基础视觉编码器是秘密的少量样本异常检测器》的实现

plutoyuxie /Reconstruction-by-inpainting-for-visual-anomaly-detection

This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).

LucStrater /GeneralAD

GeneralAD

jayliu0313 /Shape-Guided

Shape-Guided Dual-Memory Learning for 3D Anomaly Detection [ICML2023]

DeepKnowledge1 /AnomaVision

基于 Anodet 优化的 PaDim

NarcissusEx /HETMM

[IJCV 2024] Hard-normal Example-aware Template Mutual Matching for Industrial Anomaly Detection

JohnnyHopp /PaDiM-EfficientNetV2

基于 EfficientNetV2 的 PaDiM

iolag /UPD_study

This repository contains code from our comparative study on state of the art unsupervised pathology detection and segmentation methods.

xiahaifeng1995 /FAVAE-anomaly-detection-localization-master

This is an unofficial implementation of ' Anomaly localization by modeling perceptual features'

FeliMe /feature-autoencoder

Anomaly localization using autoencoder models in the feature space of a ResNet

remmarp /PaDiM-TF

[TF 2.x] PaDiM - unofficial tensorflow implementation of the paper 'a Patch Distribution Modeling Framework for Anomaly Detection and Localization'.

muleina /XAVAD

XAVAD: Guided Zero-Shot Anomaly Explanation for Anonymized Crowd Video Monitoring: Context, Categorization, and Spatial Localization.

johnskop7 /brats-diffusion-anomaly-localization

Group Pattern Recognition project on brain MRI anomaly localization with counterfactual diffusion, MONAI and classifier-free guidance, based on What is Healthy?

ideal-lab-sejong /PRISM_V

Official implementation of PRISM-V, a learning-free approach to visual anomaly detection and localization.