Zero-guidance Segmentation

May 13, 2024 ยท View on GitHub

Official Pytorch Implementation of Zero-guidance Segmentation Using Zero Segment Labels (ICCV 2023)

A ICCV 2023 paper ( paper, site, 5-min video ):

Overall Pipeline



Output Examples



Run Zero Guidance Segmentation

We provide example scripts for each stage

DINO Clustering

bash run_dino_clustering.sh

Text Optimization and Merging

bash run_zeroguidance.sh

Evaluate Results

bash run_eval.sh

Contents

  1. 0.1Overall Pipeline
  2. 0.2Output Examples
  3. 1Run Zero Guidance Segmentation
  4. 1.1DINO Clustering
  5. 1.2Text Optimization and Merging
  6. 1.3Evaluate Results