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.
Anchor-free oriented proposal generator for object detection
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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.