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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)。

1,812 163 Updated Jan 16, 2025

A Dataset and Benchmark for Multi-Sensor Anomaly Detection

Python 22 2 Updated Jan 15, 2025

Official implementation of PointAD (NeurIPS 2024)

Python 41 2 Updated Jan 17, 2025

Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images

Python 11 2 Updated Aug 15, 2023

Papers for Video Anomaly Detection, released codes collection, Performance Comparision.

607 103 Updated Sep 20, 2022

[CVPR 2023] Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis

Python 494 49 Updated Apr 9, 2024

Papers, code and datasets about deep learning for 3D Object Detection.

608 55 Updated Dec 1, 2023

Repository for the Deep One-Class Classification ICML 2018 paper

Python 247 65 Updated Nov 29, 2018

Repository for the One class neural networks paper

Jupyter Notebook 167 51 Updated Apr 23, 2019

Variational Auto Encoder using Inception module in PyTorch

Python 20 3 Updated Sep 19, 2018

Video dataset class for loading videos in PyTorch using Dataloader

Python 128 18 Updated Feb 8, 2020