Prototypical Matching Networks for Video Object Segmentation

Fanchao Lin, Zhaofan Qiu, Chuanbin Liu, Ting Yao, Hongtao Xie*, Yongdong Zhang

- Requirements

• python 3.7.10
• pytorch 1.8.1
• torchvision 0.9.1
• opencv-python 4.5.4
• Pillow-SIMD 7.0.0.post3
• numpy 1.20.2

- How to Use

Download weights

Google Drive

RUN

DAVIS-2016 validation set (Single-object)

python eval_davis_2016.py

DAVIS-2017 validation set (Multi-object)

python eval_davis_2017.py