USOD Dataset

test dataset for underwater salient object detection (SOD).

  • Paper: https://arxiv.org/pdf/2011.06252.pdf
  • Project page: http://irvlab.cs.umn.edu/visual-attention-modeling/svam
  • Evaluation: https://github.com/xahidbuffon/SOD-Evaluation-Tool-Python

usod_data

Folder Structure:

  • images/ contains 300 images (640 x 480)
  • masks/  contains corresponding ground truth labels

Evaluation data

  • eval_data/ contains test-set results of SOTA methods for
  • underwater SOD models
    • USOD dataset,  
    • SUIM dataset, and  
    • UFO-120 dataset.  
  • terrestrial SOD models
    • PASCAL-S dataset.  
    • other results: https://github.com/wenguanwang/SODsurvey