A collection of papers about domain adaptation object detection. Welcome to PR the works (papers, repositories) that are missed by the repo.
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Jun 15, 2023
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domain-adaptation-object-detection
Here are 11 public repositories matching this topic...
Official Detectron2 implementation of DA-RetinaNet, An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites, Image and Vision Computing (IMAVIS) 2021
object-detection pascal-voc cityscapes domain-adaptation cyclegan retinanet google-colab unsupervised-domain-adaptation cityscapes-dataset detectron2 coco-annotations domain-adaptation-object-detection da-retinanet foggy-cityscapes
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Dec 3, 2023 - Python
Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild, Computer Vision and Pattern Recognition (CVPR) 2018
faster-rcnn object-detection pascal-voc cityscapes domain-adaptation google-colab unsupervised-domain-adaptation cityscapes-dataset detectron2 coco-annotations domain-adaptation-object-detection da-faster-rcnn
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Jul 19, 2025 - Python
[CVPR 2022] official repo of "H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-domain Weakly Supervised Object Detection"
pytorch object-detection cvpr weakly-supervised-learning domain-adaptation paddlepaddle detectron2 weakly-supervised-object-detection domain-adaptation-object-detection paddledetection cvpr2022
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Dec 28, 2022 - Python
Code for ICLR2022 Decoupled Adaptation for Cross-Domain Object Detection (D-adapt) https://arxiv.org/abs/2110.02578
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Mar 14, 2022
[ICCV 2025] Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision
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Sep 1, 2025 - Python
[T-CSVT 2021] Domain Contrast for Domain Adaptive Object Detection
domain-adaptation contrastive-loss contrastive-learning domain-adaptation-object-detection domain-adaptive-object-detection
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Sep 22, 2021 - Python
[MIA'21] Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images
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Apr 11, 2021 - Python
The official code open source version of BFDA - based on YOLOv5
pytorch deeplearning object-detection cross-domain caltech-pedestrian-dataset domain-adaptation pedestrian-detection bdd100k cityscapes-dataset yolov5 domain-adaptation-object-detection
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Sep 27, 2023 - Python
The main objective of this repository is to become familiar with the task of Domain Adaptation applied to the Real-time Semantic Segmentation networks.
machine-learning real-time deep-learning machine-learning-algorithms cnn discriminator image-segmentation unsupervised-learning semantic-segmentation unsupervised-machine-learning domain-adaptation pseudo-labeling pythorch domain-adaptation-object-detection teacher-student-model meta-pseudo-label
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Aug 7, 2023 - Python
Darkhan's Master's thesis repository. The project attempts to tackle the challenge of equipment recognition in an industrial environment using rendered images from 3D models
faster-rcnn transfer-learning flask-api continual-learning detectron2 cross-domain-object-detection domain-adaptation-object-detection
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Sep 10, 2024 - Python
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