ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models

Neural Information Processing Systems 

Given a domain-specific object detection dataset, we first fine-tune a pre-trained diffusion model on both cropped foreground objects and entire images to fit target distributions.

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