Few Shot Object Detection Papers
☆108Apr 25, 2024Updated last year
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- [NeurIPS 2022] Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation☆49Oct 13, 2025Updated 6 months ago
- Collect some papers and datastes about few-shot object detection for computer vision.☆175Sep 26, 2023Updated 2 years ago
- Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)☆106Feb 17, 2023Updated 3 years ago
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- (ECCV2022) The official PyTorch implementation of the "AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection".☆65Dec 3, 2024Updated last year
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- Init commit for HTRPN☆28Dec 20, 2024Updated last year
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- The official implementation of Efficient Few-Shot Object Detection via Knowledge Inheritance (TIP 2022)☆35Jan 17, 2024Updated 2 years ago
- The offical code for paper "Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection"☆45Jan 31, 2023Updated 3 years ago
- Track the trend of few-shot object detection☆37Oct 30, 2021Updated 4 years ago
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- Official implementation of the paper 'Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery'☆40Jan 17, 2025Updated last year
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- OpenMMLab FewShot Learning Toolbox and Benchmark☆753Sep 5, 2023Updated 2 years ago
- Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach (ICRA 2023)☆10Feb 14, 2023Updated 3 years ago
- ☆30May 22, 2023Updated 2 years ago
- Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'☆92Apr 5, 2023Updated 3 years ago
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- Official Repo of DiGeo for Generalized Few-Shot Object Detection(CVPR'23)☆57Mar 21, 2023Updated 3 years ago
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- Official Code for paper "Few-shot Object Detection on Remote Sensing Images"☆67Apr 21, 2022Updated 3 years ago
- Code for ICCV 2021 paper: 'Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks'☆33Dec 29, 2022Updated 3 years ago
- Code for reproducing the results in our TGRS-2024 paper Few-Shot Object Detection in Remote Sensing Images via Label-Consistent Classifie…☆37Sep 17, 2024Updated last year
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- (CVPR2023) The PyTorch implementation of the "AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection".☆44Sep 20, 2024Updated last year
- Code for AAAI 2022 Oral paper: 'Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment'☆99Apr 5, 2023Updated 3 years ago
- A benchmark for cross-domain few-shot object detection (ECCV24 paper: Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object…☆207Dec 10, 2025Updated 4 months ago
- A paper list for incremental few-shot object detection.☆34Apr 6, 2023Updated 3 years ago
- Source code for CVPR 2022 paper Sylph A Hypernetwork Framework for Few-shot Object Detection☆72Jun 16, 2022Updated 3 years ago
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- Code for AAAI2024 paper: Towards Evidential and Class Separable Open Set Object Detection☆13Dec 23, 2023Updated 2 years ago
- Leaderboard, taxonomy, and curated list of few-shot object detection papers.☆114Nov 8, 2021Updated 4 years ago
- FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.☆367Jan 12, 2024Updated 2 years ago
- Prototype-cnn☆40Dec 3, 2021Updated 4 years ago
- NTIRE 2025 Challenge on 1-st Cross-Domain Few-Shot Object Detection @ CVPR 2025☆74Apr 21, 2025Updated 11 months ago
- Few-shot Object Detection via Feature Reweighting☆567Oct 12, 2021Updated 4 years ago
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