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Search results for ood detection open set recognition

ood-detection x

open-set-recognition x

5 search results found

Oodsurvey ⭐ 294

The Official Repository for "Generalized OOD Detection: A Survey"

Pytorch Ood ⭐ 166

👽 Out-of-Distribution Detection with PyTorch

Entropic Out Of Distribution Detection ⭐ 47

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 time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.

Distinction Maximization Loss ⭐ 34

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 increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.

Robust Deep Learning ⭐ 9

Train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.

Related Searches

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Deep Learning Open Set Recognition (6)

Robustness Ood Detection (6)

Openset Open Set Recognition (6)

Pytorch Ood Detection (5)

1-5 of 5 search results

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