OpenCodePapers

2d-object-detection-on-dronevehicle

2D Object Detection
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PaperCodetest/mAP50test/mAPVal/mAP50ModelNameReleaseDate
Weakly Misalignment-free Adaptive Feature Alignment for UAVs-based Multimodal Object Detection79.4OAFA2024-01-01
[]()75.476.4CALNet
$\mathbf{C}^2$Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection✓ Link72.842.874.2C2Former2023-06-28
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection✓ Link72.643.3TarDAL2022-03-30
[]()71.442.9GLFNet
Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection70.473.1TSFADet2022-09-28
Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning✓ Link64.040.1UA-CMDet2020-03-05
[]()74.6CAGTDet
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection71.6AR-CNN2019-01-09
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation✓ Link70.2CIAN2018-11-27
Multispectral Deep Neural Networks for Pedestrian Detection✓ Link68.2 HalfwayFusion2016-11-08
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