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Projects in Awesome Lists tagged with open-set-recognition
A curated list of projects in awesome lists tagged with open-set-recognition .
https://github.com/OpenGVLab/InternVideo
Video Foundation Models & Data for Multimodal Understanding
action-recognition benchmark contrastive-learning foundation-models instruction-tuning masked-autoencoder multimodal open-set-recognition self-supervised spatio-temporal-action-localization temporal-action-localization video-clip video-data video-dataset video-question-answering video-retrieval video-understanding vision-transformer zero-shot-classification zero-shot-retrieval
Last synced: 31 Jul 2024
https://github.com/Jingkang50/OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
anomaly-detection novelty-detection open-set-recognition out-of-distribution-detection outlier-detection robustness
Last synced: 31 Jul 2024
https://github.com/Jingkang50/OODSurvey
The Official Repository for "Generalized OOD Detection: A Survey"
anomaly-detection novelty-detection ood-detection open-set-recognition out-of-distribution-detection outlier-detection
Last synced: 03 Aug 2024
https://github.com/kkirchheim/pytorch-ood
👽 Out-of-Distribution Detection with PyTorch
anomaly-detection confidence-estimation deep-learning neural-network novelty-detection ood-detection open-set-recognition pytorch
Last synced: 31 Jul 2024
https://github.com/zhoudw-zdw/CVPR21-Proser
The code repository for "Learning Placeholders for Open-Set Recognition" (CVPR'21 Oral) in PyTorch.
open-set-recognition open-world
Last synced: 03 Aug 2024
https://github.com/MrtnMndt/OpenVAE_ContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
continual-learning deep-learning open-set-recognition pytorch variational-autoencoder
Last synced: 03 Aug 2024
https://github.com/dlmacedo/distinction-maximization-loss
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 increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.
ai-safety anomaly-detection classification deep-learning machine-learning novelty-detection ood ood-detection open-set open-set-recognition osr out-of-distribution out-of-distribution-detection pytorch robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-estimation
Last synced: 01 Aug 2024
https://github.com/dlmacedo/robust-deep-learning
A project to 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.
anomaly-detection classification deep-learning deep-neural-networks machine-learning novelty-detection ood-detection open-set open-set-recognition out-of-distribution out-of-distribution-detection pytorch robust-deep-learning robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-calibration uncertainty-estimation uncertainty-neural-networks
Last synced: 01 Aug 2024
https://github.com/RenHuan1999/FungiCLEF2023-UstcAIGroup
1st Place Code for FungiCLEF 2023 Competition from UstcAIGroup
fine-grained-visual-categorization fungiclef longtail open-set-recognition
Last synced: 01 Aug 2024
https://github.com/glhr/ood-labelnoise
"A noisy elephant in the room: Is your out-of-distribution detector robust to label noise?" (CVPR 2024)
aleatoric-uncertainty image-classification label-noise noisy-labels ood-detection open-set-recognition out-of-distribution-detection
Last synced: 31 Jul 2024
