Scaling Open-Vocabulary Image Segmentation with Image-Level Labels

We design an open-vocabulary image segmentation model to organize an image into meaningful regions indicated by arbitrary texts. Recent works (CLIP and ALIGN), despite attaining impressive open-vocabulary classification accuracy with image-level caption labels, are unable to segment visual concepts...

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Veröffentlicht in:	arXiv.org 2022-07
Hauptverfasser:	Ghiasi, Golnaz, Gu, Xiuye, Cui, Yin, Tsung-Yi, Lin
Format:	Artikel
Sprache:	eng
Schlagworte:	Datasets Image segmentation Learning Masks Object recognition Pixels Semantics
Online-Zugang:	Volltext
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