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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.
The main features of pramuperera/deeponeclass are: Image Classification.
Projects with overlapping indexed features include: alinlab/csi — CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020). archon159/elsa — Elsa: Energy-based Learning forSemi-supervised Anomaly Detection Official PyTorch implementation of "Elsa:… demonzyj56/e3outlier — E3Outlier: Effective End-to-end Unsupervised Outlier Detection. hendrycks/ss-ood — Self-Supervised Learning for OOD Detection (NeurIPS 2019). jacenkow/mmbt — Code for the paper:. khalooei/alocc-cvpr2018 — Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC).
Elsa: Energy-based Learning forSemi-supervised Anomaly Detection Official PyTorch implementation of "Elsa: Energy-based Learning forSemi-supervised Anomaly Detection" (BMVC 2021) by Sungwon Han, Hyeonho Song, Seungeon Lee, Sungwon Park, Meeyoung Cha.
E3Outlier: Effective End-to-end Unsupervised Outlier Detection
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)
