open-set

There are 1 repository under open-set topic.

IDEA-Research / T-Rex
API for T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy
interactive object-counting object-detection open-set text-prompt visual-prompt
Language:Python 1926
iCGY96 / awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
awesome-list open-set open-set-domain-adaptation open-set-recognition open-source open-word-recognition out-of-distribution-detection
1018
zhmiao / OpenLongTailRecognition-OLTR
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
open-long-tail-recognition pytorch-implementation computer-vision long-tail open-set oltr cvpr2019 deep-learning
Language:Python 829
abhijitbendale / OSDN
Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016
deep-learning extract-features open-set openmax softmax softmax-regression
Language:Python 234
ma-xu / Open-Set-Recognition
Open Set Recognition
open-set-recognition openmax oltr center-loss cifar pytorch mnist imagenet openset openset-classification openset-recognition open-set
Language:Python 128
dlmacedo / entropic-out-of-distribution-detection
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 time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.
pytorch deep-learning out-of-distribution-detection out-of-distribution machine-learning trustworthy-ai ai-safety anomaly-detection novelty-detection robust-machine-learning trustworthy-machine-learning ood ood-detection osr open-set-recognition open-set
Language:Python 75
jd730 / EOPSN
[CVPR 2021] Exemplar-Based Open-Set Panoptic Segmentation Network (EOPSN)
exemplar open-set panoptic-segmentation
Language:Python 52
Cogito2012 / OpenTAL
[CVPR 2022 Oral] Towards Open Set Temporal Action Localization
open-set open-set-recognition action video
Language:Python 48
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.
classification deep-learning machine-learning open-set-recognition out-of-distribution-detection pytorch robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-estimation ai-safety anomaly-detection novelty-detection ood ood-detection open-set osr out-of-distribution
Language:Python 45
PRIS-CV / Mutual-to-Separate
Code release for Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation (TCSVT 2023)
domain-adaptation open-set open-set-domain-adaptation open-set-recognition
Language:Python 17
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.
classification deep-learning deep-neural-networks machine-learning ood-detection open-set open-set-recognition out-of-distribution-detection pytorch uncertainty-calibration uncertainty-estimation uncertainty-neural-networks robust-deep-learning robust-machine-learning trustworthy-ai trustworthy-machine-learning anomaly-detection novelty-detection out-of-distribution
Language:Python 16
patrickschlachter / osr-using-ics
Open-Set Recognition Using Intra-Class Splitting
deep-learning intra-class-splitting keras open-set open-set-recognition
Language:Python 16
yanbeic / ssl-class-mismatch
Tensorflow Implementation on Paper [AAAI2020]Semi-Supervised Learning under Class Distribution Mismatch
aaai2020 open-set semi-supervised-learning
Language:Python 15
steb6 / ISBFSAR
Interactive Skeleton Based Few Shot Action Recognition
pose-estimation few-shot-learning few-shot few-shot-classifcation fewshot-learning human-pose-estimation human-activity-recognition gaze-estimation open-set open-set-classification open-set-recognition python pytorch
Language:Python 14
rafaelvareto / HPLS-HFCN-openset
Paper: Towards Open-Set Face Recognition using Hashing Functions (IJCB'17)
face-recognition machine-learning bagging pls svm open-set hash-functions paper
Language:Python 13
PyOpenTS / PyOpenTS
Efficient and User-Friendly Time Series Analysis Library for PyOpenTS with pytorch compatibility.
ood-detection open-set openmax pytorch time-series time-series-analysis ucr uea logitnorm
Language:Python 12
pedrormjunior / ossvm
Open-Set Support Vector Machines (OSSVM) [see commit message https://github.com/pedrormjunior/ossvm/commit/50d51dc482c8e13df7d9037976b97db7e60a1ccf for usage]
open-set open-set-recognition
Language:Java 8
FelipeCorredor73 / DAAI_OPEN_SET_ROS
Open-Set Domain Adaptation through Self-Supervision, using a ROS task this repository contains the python implementation of the final project for the course of Data Analysis & Artificial Intelligence
ai domain-adaptation open-set open-set-domain-adaptation
Language:Jupyter Notebook 2
serdeltomas / nn-classifier-uncertainty
Bachelor's thesis work on Uncertainty in neural network classifiers
neural-network open-set openmax
Language:Python 2

open-set

IDEA-Research / T-Rex

iCGY96 / awesome_OpenSetRecognition_list

zhmiao / OpenLongTailRecognition-OLTR

abhijitbendale / OSDN

ma-xu / Open-Set-Recognition

dlmacedo / entropic-out-of-distribution-detection

jd730 / EOPSN

Cogito2012 / OpenTAL

dlmacedo / distinction-maximization-loss

PRIS-CV / Mutual-to-Separate

dlmacedo / robust-deep-learning

patrickschlachter / osr-using-ics

yanbeic / ssl-class-mismatch

steb6 / ISBFSAR

rafaelvareto / HPLS-HFCN-openset

PyOpenTS / PyOpenTS

pedrormjunior / ossvm

FelipeCorredor73 / DAAI_OPEN_SET_ROS

serdeltomas / nn-classifier-uncertainty