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TNO -Intelligent Imaging
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Generative RGB-to-IR translation can boost infrared vehicle detection performance by over 10 mAP points in unseen UAV domains, challenging the notion that real data is irreplaceable.
Class-specific diffusion models can dramatically enhance military vehicle detection performance with as few as 8 training images, offering a game-changing approach in low-data scenarios.