SHLS: Superfeatures learned from still images for self-supervised VOS

BMVC 2023 paper and materials: http://proceedings.bmvc2023.org/523/

Concept:

Superfeatures:

Framework:

Requirements:

• pytorch
• opencv
• tensorboardx
• pytorch-metric-learning
• faiss

Weights here

Folder structure:

• root
• databases

  • MSRA

    • MSRA10K_Imgs_GT
      • train.txt
      • val.txt
      • Imgs
      • saliency

  • DAVIS2017

    • Annotations
    • ImageSets
    • JPEGImages

Citation:

• MENDONÇA, M.; FONTINELE, J.; OLIVEIRA, L. SHLS: Superfeatures learned from still images for self-supervised VOS. In: British Machine Vision Conference (BMVC), 2023. In: http://proceedings.bmvc2023.org/523/