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Diffusioninst: Diffusion Model for Instance Segmentation

Published • Mar 18, 2024
NobleIDNI9P43W45R63S85
Authors:
Zhangxuan Gu
,
Haoxing Chen
,
Zhuoer Xu

Abstract

Diffusion frameworks have achieved comparable performance with previous state-of-the-art image generation models. This paper proposes DiffusionInst, a novel framework representing instances as vectors and formulates instance segmentation as a noise-to-vector denoising process. The model is trained t...

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