NVlabs/GroupViT

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

PythonShelltransformerssemantic-segmentationzero-shot-learningimage-text-matching
This is stars and forks stats for /NVlabs/GroupViT repository. As of 23 Apr, 2024 this repository has 638 stars and 48 forks.

GroupViT: Semantic Segmentation Emerges from Text Supervision GroupViT is a framework for learning semantic segmentation purely from text captions without using any mask supervision. It learns to perform bottom-up heirarchical spatial grouping of semantically-related visual regions. This repository is the official implementation of GroupViT introduced in the paper: GroupViT: Semantic Segmentation Emerges from Text Supervision, Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas Breuel, Jan...
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