/DPSH_NUSWIDE

A pytorch implementation for DPSH on NUS-WIDE dataset.

Primary LanguagePython

DPSH_NUSWIDE

A pytorch implementation for DPSH on NUS-WIDE dataset.

Reference

Paper: Feature Learning based Deep Supervised Hashing with Pairwise Labels

Dataset

  • NUS-WIDE
    Tat-Seng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, and Yan-Tao Zheng. "NUS-WIDE: A Real-World Web Image Database from National University of Singapore", ACM International Conference on Image and Video Retrieval. Greece. Jul. 8-10, 2009.

Requirements

  • Python 3.X
  • Pytorch 0.4

Pre-train Model

Pretrained Alexnet.

MAP on NUS-WIDE

image

Thanks for:

jiangqy/DPSH: PyTorch implementation for DPSH.