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Back to prasannapulakurthi/foreground-background-augmentation

Projects sharing features with Foreground Background Augmentation

24 open-source projects similar to prasannapulakurthi/foreground-background-augmentation, ranked by shared indexed features. Tags may describe platforms or build tools rather than the same primary purpose. Check each project’s use case, license, and deployment requirements before treating it as a replacement.

  • prasannapulakurthi/spmPrasannaPulakurthi avatar

    PrasannaPulakurthi/SPM

    4View on GitHub↗

    Shuffle PatchMix (SPM) for Source-Free Domain Adaptation (ICIP 2025); patch-shuffle augmentation confidence-margin pseudo-labels. New SOTA on PACS (+7.3%), strong results on DomainNet-126 and VisDA-C.

    Python
    View on GitHub↗4
  • vcl-iisc/conmixvcl-iisc avatar

    vcl-iisc/CoNMix

    19View on GitHub↗

    Source free Single and Multi target Unsupervised Domain Adaptation

    Python
    View on GitHub↗19
  • kaiyangzhou/deep-person-reidKaiyangZhou avatar

    KaiyangZhou/deep-person-reid

    4,849View on GitHub↗

    This project is a PyTorch person re-identification framework designed for training and evaluating models that identify individuals across different camera views. It provides a complete model training pipeline, a deep learning feature extractor for converting images into numeric vectors, and a suite of computer vision benchmarking tools to measure identity retrieval accuracy. The framework includes a specialized transfer learning toolkit that supports layer freezing, staged learning rate optimization, and differential learning rates for fine-tuning pretrained models. It distinguishes itself th

    Pythoncomputer-visioncross-domaindeep-learning
    View on GitHub↗4,849
  • thuml/transfer-learning-librarythuml avatar

    thuml/Transfer-Learning-Library

    3,917View on GitHub↗

    This project is a comprehensive library for transfer learning and domain adaptation in computer vision. It serves as a framework for aligning feature distributions between source and target datasets, a toolkit for domain generalization, and a library for semi-supervised learning using small labeled datasets and large unlabeled sets. The library provides specialized capabilities for unsupervised domain adaptation, including the use of adversarial networks, discrepancy-based architectures, and image-to-image translation to reduce distribution mismatch. It also includes tools for domain generali

    Python
    View on GitHub↗3,917

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  • nwojke/deep_sortnwojke avatar

    nwojke/deep_sort

    6,148View on GitHub↗

    DeepSORT is a real-time multi-object tracking framework designed to maintain consistent identities of multiple objects across video frames. It integrates deep learning appearance features with motion descriptors to track objects through a sequence of video data. The system uses a deep convolutional neural network to generate high-dimensional visual descriptors for person re-identification. These appearance features are combined with motion estimation via Kalman filtering and solved using the Hungarian algorithm to optimally associate detections with existing tracks. The framework includes ca

    Python
    View on GitHub↗6,148
  • helioszhao/m3lHeliosZhao avatar

    HeliosZhao/M3L

    66View on GitHub↗

    Pytorch implementation for M^3L. CVPR 2021

    Python
    View on GitHub↗66
  • huanghoujing/eanethuanghoujing avatar

    huanghoujing/EANet

    398View on GitHub↗

    EANet: Enhancing Alignment for Cross-Domain Person Re-identification

    Python
    View on GitHub↗398
  • jxhuang0508/hcljxhuang0508 avatar

    jxhuang0508/HCL

    52View on GitHub↗

    in NIPS 2021

    Python
    View on GitHub↗52
  • learning-group123/caidaLearning-group123 avatar

    Learning-group123/CAiDA

    25View on GitHub↗

    Code for CAiDA

    Python
    View on GitHub↗25
  • oasisyang/ssgOasisYang avatar

    OasisYang/SSG

    187View on GitHub↗

    Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

    Python
    View on GitHub↗187
  • scut-ailab/cpgaSCUT-AILab avatar

    SCUT-AILab/CPGA

    50View on GitHub↗

    This repository provides the official implementation for "Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation". (IJCAI2021)

    Python
    View on GitHub↗50
  • tim-learn/shottim-learn avatar

    tim-learn/SHOT

    493View on GitHub↗

    code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

    Python
    View on GitHub↗493
  • tim-learn/shot-plustim-learn avatar

    tim-learn/SHOT-plus

    128View on GitHub↗

    code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

    Python
    View on GitHub↗128
  • tsun/apatsun avatar

    tsun/APA

    11View on GitHub↗

    Domain Adaptation with Adversarial Training on Penultimate Activations (AAAI 2023)

    Python
    View on GitHub↗11
  • wang-xd1899/sshtWang-xd1899 avatar

    Wang-xd1899/SSHT

    17View on GitHub↗

    ICASSP 2024 "Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer"

    Python
    View on GitHub↗17
  • xuyu0010/atconxuyu0010 avatar

    xuyu0010/ATCoN

    24View on GitHub↗

    Repository for ECCV 2022 paper "Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition"

    Python
    View on GitHub↗24
  • yxgeee/mmtyxgeee avatar

    yxgeee/MMT

    481View on GitHub↗

    ICLR-2020 Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

    Python
    View on GitHub↗481
  • zhjscut/iterlnlzhjscut avatar

    zhjscut/IterLNL

    7View on GitHub↗

    Official code of IterLNL

    Python
    View on GitHub↗7
  • albert0147/g-sfdaAlbert0147 avatar

    Albert0147/G-SFDA

    110View on GitHub↗

    code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'

    Python
    View on GitHub↗110
  • zhunzhong07/ecnzhunzhong07 avatar

    zhunzhong07/ECN

    304View on GitHub↗

    Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification CVPR 2019

    Python
    View on GitHub↗304
  • davidpengucf/raindavidpengucf avatar

    davidpengucf/RAIN

    2View on GitHub↗

    python == 3.6.8 - pytorch ==1.1.0 - torchvision == 0.3.0 - numpy, scipy, sklearn, PIL, argparse, tqdm

    Python
    View on GitHub↗2
  • davidpengucf/sfdahpedavidpengucf avatar

    davidpengucf/SFDAHPE

    11View on GitHub↗

    python == 3.6.8 - pytorch ==1.1.0 - torchvision == 0.3.0 - numpy, scipy, sklearn, PIL, argparse, tqdm

    Python
    View on GitHub↗11
  • driptarc/decisiondriptaRC avatar

    driptaRC/DECISION

    60View on GitHub↗

    Unsupervised Multi-source Domain Adaptation Without Access to Source Data (CVPR '21 Oral)

    Python
    View on GitHub↗60
  • haifengxia/sfdaHaifengXia avatar

    HaifengXia/SFDA

    6View on GitHub↗
    View on GitHub↗6