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ADRepository-Anomaly-detection-datasets GuansongPang

59

375

gpl-3.0

7

ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.

dataset anomaly-detection novelty-detection outlier-detection graph-anomaly-detection image-anomaly-detection video-anomaly-detection out-of-distribution-detection time-series-anomaly-detection unsupervised-anomaly-detection semi-supervised-anomaly-detection weakly-supervised-anomaly-detection

Created 2020-10-15

45 commits to main branch, last one about a year ago

InCTRL mala-lab

15

131

apache-2.0

2

Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts'.

generalist-model anomaly-detection foundation-models vision-language-model image-anomaly-detection few-shot-anomaly-detection

Created 2024-03-02

92 commits to main branch, last one 2 months ago

AHL mala-lab

3

36

unknown

1

Official implementation of CVPR'24 paper 'Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection'.

anomaly-detection open-set-recognition image-anomaly-detection open-set-anomaly-detection supervised-anomaly-detection

Created 2023-10-17

37 commits to main branch, last one 7 months ago

ADShift mala-lab

4

26

unknown

1

Official PyTorch implementation of the ICCV'23 paper “Anomaly Detection under Distribution Shift”

anomaly-detection distribution-shift image-anomaly-detection out-of-distribution-generalization

Created 2023-03-22

24 commits to main branch, last one about a year ago