A layout-controlled diffusion model generates synthetic remote sensing images with horizontal or rotated boxes, and using these images as extra training data improves object detection mAP on three standard datasets.
Style injec- tion in diffusion: A training-free approach for adapting large- scale diffusion models for style transfer
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AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation
A layout-controlled diffusion model generates synthetic remote sensing images with horizontal or rotated boxes, and using these images as extra training data improves object detection mAP on three standard datasets.