Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: anomaly-segmentation
openvinotoolkit/anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Language: Python - Size: 53.9 MB - Last synced: about 3 hours ago - Pushed: about 6 hours ago - Stars: 3,217 - Forks: 587
iolag/UPD_study
This repository contains code from our comparative study on state of the art unsupervised pathology detection and segmentation methods.
Language: Python - Size: 669 MB - Last synced: about 8 hours ago - Pushed: about 2 months ago - Stars: 22 - Forks: 6
yyliu01/RPL
[ICCV'23] Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation
Language: Python - Size: 217 KB - Last synced: 8 days ago - Pushed: about 1 month ago - Stars: 138 - Forks: 13
scortexio/patchcore-few-shot
Implementation of our paper "Optimizing PatchCore for Few/many-shot Anomaly Detection"
Language: Python - Size: 263 KB - Last synced: 22 days ago - Pushed: 10 months ago - Stars: 36 - Forks: 5
M-3LAB/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)。
Size: 5.76 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 913 - Forks: 96
shirowalker/UCAD
[AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.
Language: Python - Size: 255 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 30 - Forks: 0
ahmedgh970/Transformers_Unsupervised_Anomaly_Segmentation
Transformer-based Models for Unsupervised Anomaly Segmentation in Brain MR Images
Language: Jupyter Notebook - Size: 114 KB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 19 - Forks: 3
FeliMe/brain_sas_baseline
Official implementation of the paper "Challenging Current Semi-Supervised Anomaly Segmentation Methods for Brain MRI" accepted to the MICCAI 2021 BrainLes workshop
Language: Python - Size: 36.1 KB - Last synced: about 8 hours ago - Pushed: over 2 years ago - Stars: 9 - Forks: 1
plutoyuxie/AutoEncoder-SSIM-for-unsupervised-anomaly-detection-
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders
Language: Python - Size: 325 KB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 121 - Forks: 26
leonnnop/GMMSeg
[NeurIPS 2022 Spotlight] GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models
Language: Python - Size: 812 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 148 - Forks: 13
plutoyuxie/Reconstruction-by-inpainting-for-visual-anomaly-detection
This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).
Language: Jupyter Notebook - Size: 771 KB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 83 - Forks: 17
nelson1425/EfficientAD
Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535
Language: Python - Size: 37.1 MB - Last synced: 6 months ago - Pushed: 10 months ago - Stars: 121 - Forks: 31
tianyu0207/IGD
Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]
Language: Python - Size: 23.2 MB - Last synced: 7 months ago - Pushed: 11 months ago - Stars: 57 - Forks: 8
AdneneBoumessouer/MVTec-Anomaly-Detection
This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.
Language: Python - Size: 419 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 244 - Forks: 54
YoungGod/DFR
Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction
Language: Python - Size: 3.66 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 79 - Forks: 26
kumuji/ugains
UGainS: Uncertainty Guided Anomaly Instance Segmentation (GCPR 2023)
Size: 905 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
eliahuhorwitz/3D-ADS
Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper.
Language: Python - Size: 790 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 63 - Forks: 9
YoungGod/DFC
Unsupervised Anomaly Detection and Segmentation via Deep Feature Correspondence
Language: Python - Size: 14.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 10 - Forks: 0
jnhwkim/orthoad
Semi-Orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation
Language: Python - Size: 51.8 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 20 - Forks: 5
mala-lab/PEBAL Fork of tianyu0207/PEBAL
[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes. Dealing with out-of-distribution detection or open-set recognition in semantic segmentation.
Size: 670 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
ahmedgh970/Autoencoders_Adversarial_Training_UAD
Adversarially Training of Autoencoders for Unsupervised Anomaly Segmentation
Language: Jupyter Notebook - Size: 60.5 KB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 0