What are the best open-source alternatives to Elsa?

Question 1

Accepted Answer

10 open-source projects similar to archon159/elsa, ranked by shared features. Top picks: alinlab/csi, demonzyj56/e3outlier, hendrycks/ss-ood, jacenkow/mmbt, khalooei/alocc-cvpr2018, orippler/gaussian-ad-mvtec, podgorskiy/gpnd, pramuperera/deeponeclass, szc19990412/transmil, tianyu0207/igd.

Question 2

Is alinlab/csi a good alternative to Elsa?

Accepted Answer

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)

Question 3

Is demonzyj56/e3outlier a good alternative to Elsa?

Accepted Answer

E3Outlier: Effective End-to-end Unsupervised Outlier Detection

Question 4

Is hendrycks/ss-ood a good alternative to Elsa?

Accepted Answer

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

Question 5

Is jacenkow/mmbt a good alternative to Elsa?

Accepted Answer

Code for the paper:

Question 6

Is khalooei/alocc-cvpr2018 a good alternative to Elsa?

Accepted Answer

Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)

Question 7

Is orippler/gaussian-ad-mvtec a good alternative to Elsa?

Accepted Answer

Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020

Question 8

Is podgorskiy/gpnd a good alternative to Elsa?

Accepted Answer

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Question 9

Is pramuperera/deeponeclass a good alternative to Elsa?

Accepted Answer

Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.

Question 10

Is szc19990412/transmil a good alternative to Elsa?

Accepted Answer

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification . [NeurIPS2021]

Question 11

Is tianyu0207/igd a good alternative to Elsa?

Accepted Answer

Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]

Open-source alternatives to Elsa

alinlab/CSI

demonzyj56/E3Outlier

hendrycks/ss-ood

jacenkow/mmbt

khalooei/ALOCC-CVPR2018

ORippler/gaussian-ad-mvtec

Open-source alternatives to Elsa

alinlab/CSI

demonzyj56/E3Outlier

hendrycks/ss-ood

jacenkow/mmbt

khalooei/ALOCC-CVPR2018

ORippler/gaussian-ad-mvtec

podgorskiy/GPND

PramuPerera/DeepOneClass

szc19990412/TransMIL

tianyu0207/IGD