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A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
Created
2017-10-03
1,872 commits to master branch, last one a day ago
fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data...
image
python
dataset
data-curation
deep-learning
visual-search
visualization
image-analysis
image-processing
image-similarity
machine-learning
object-detection
data-augmentation
novelty-detection
outlier-detection
image-classfication
visualization-tools
image-classification
image-duplicate-detection
Created
2022-05-11
1,322 commits to main branch, last one 3 months ago
Benchmarking Generalized Out-of-Distribution Detection
Created
2021-11-29
723 commits to main branch, last one 5 days ago
Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc
anomaly
awesome
open-set
open-world
robustness
awesome-lists
ood-detection
ood-robustness
anomaly-detection
novelty-detection
outlier-detection
ood-generalization
distribution-shifts
open-world-learning
out-of-distribution
open-set-recognition
out-of-distribution-detection
out-of-distribution-robustness
out-of-distribution-generalization
Created
2023-08-07
77 commits to main branch, last one about a month ago
Papers for Video Anomaly Detection, released codes collection, Performance Comparision.
Created
2019-09-19
128 commits to master branch, last one 2 years ago
The Official Repository for "Generalized OOD Detection: A Survey"
Created
2021-08-18
36 commits to main branch, last one 2 years ago
ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.
Created
2020-10-15
45 commits to main branch, last one about a year ago
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)
Created
2020-07-16
11 commits to master branch, last one 3 years ago
👽 Out-of-Distribution Detection with PyTorch
Created
2022-08-22
365 commits to dev branch, last one 4 days ago
Latent space autoregression for novelty detection.
Created
2018-11-15
29 commits to master branch, last one 2 years ago
Source code for Skip-GANomaly paper
This repository has been archived
(exclude archived)
Created
2018-05-30
128 commits to master branch, last one 3 years ago
A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference tim...
Created
2019-08-16
50 commits to master branch, last one 2 years ago
Outlier Exposure with Confidence Control for Out-of-Distribution Detection
Created
2019-12-13
250 commits to master branch, last one 3 years ago
This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".
Created
2022-05-07
56 commits to main branch, last one 2 years ago
A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increas...
Created
2022-05-10
40 commits to master branch, last one 2 years ago
A curated list of awesome out-of-distribution detection resources.
Created
2024-05-09
38 commits to main branch, last one 7 days ago