Alternatives and similar repositories for CDAL

Users that are interested in CDAL are comparing it to the libraries listed below

• 2006pmach / awesome-active-learning
  A list of active learning methods for deep learning.
  ☆63Updated last year
• huyvvo / BiB
  [ECCV 2022] Official Python implementation of BiB: Active Learning Strategies for Weakly-Supervised Object Detection.
  ☆31Updated 2 years ago
• seominseok0429 / Learning-Loss-for-Active-Learning-Pytorch
  Learning Loss for Active Learning Pytorch Implementation,(reproduction)
  ☆32Updated 5 years ago
• razvancaramalau / Visual-Transformer-for-Task-aware-Active-Learning
  ☆26Updated 3 years ago
• we1pingyu / CALD
  The official implementation of CALD: Consistency-basd Active Learning for Object Detection
  ☆83Updated last year
• asharakeh / probdet
  Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)
  ☆67Updated 3 years ago
• yichen928 / FreeSel
  [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models
  ☆38Updated 2 months ago
• zhunzhong07 / NCL
  Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021
  ☆74Updated 2 years ago
• JoyHuYY1412 / LST_LVIS
  ☆48Updated 5 years ago
• siyuhuang / TOD
  PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021
  ☆41Updated 2 years ago
• ksaito-ut / openworld_ldet
  ☆53Updated 3 years ago
• V2AI / SelfSup
  Collections of self-supervised methods, based on cvpods.
  ☆58Updated 3 years ago
• nasir6 / zero_shot_detection
  ☆65Updated 4 years ago
• VIPriors / vipriors-challenges-toolkit
  Collection of tools to support submissions to the 3rd VIPriors workshop challenges
  ☆69Updated last year
• soo89 / CSD-SSD
  ☆83Updated 4 years ago
• Vastlab / Elephant-of-object-detection
  ☆28Updated 4 years ago
• LTTM / IL-SemSegm
  Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019
  ☆60Updated 4 years ago
• johnsk95 / PT4AL
  Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"
  ☆54Updated last year
• amazon-science / omni-detr
  PyTorch implementation of Omni-DETR for omni-supervised object detection: https://arxiv.org/abs/2203.16089
  ☆66Updated 2 years ago
• tydpan / NorCal
  ☆31Updated 3 years ago
• czhang0528 / MosaicOS
  [ICCV 2021] MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection
  ☆29Updated 3 years ago
• Javadzb / Class-Balanced-AL
  ☆22Updated 3 years ago
• UMBCvision / MSF
  Official code for "Mean Shift for Self-Supervised Learning"
  ☆56Updated 3 years ago
• acl21 / deep-active-learning-pytorch
  A PyTorch toolkit with 8 popular deep active learning query methods implemented.
  ☆87Updated 3 years ago
• NVlabs / AL-MDN
  Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)
  ☆174Updated 3 years ago
• GT-RIPL / FeatMatch
  PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"
  ☆50Updated 4 years ago
• Megvii-BaseDetection / DisAlign
  Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)
  ☆118Updated 3 years ago
• manoja328 / rodeo
  Official implementation of "RODEO: Replay for Online Object Detection", BMVC 2020
  ☆27Updated 3 years ago
• Edward-Sun / TSP-Detection
  Code of ICCV paper: https://arxiv.org/abs/2011.10881
  ☆77Updated 2 years ago
• RE-OWOD / RE-OWOD
  revisiting open world object detection
  ☆77Updated 2 years ago