DCMH_Flickr25k

A pytorch implement for DCMH (Deep Cross-Modal retrieval, cvpr 2017) on Flickr25k dataset.

Dataset

• MirFlickr25k
  M. J. Huiskes, M. S. Lew (2008). [The MIR Flickr Retrieval Evaluation](The MIR Flickr Retrieval Evaluation).
  ACM International Conference on Multimedia Information Retrieval (MIR'08), Vancouver, Canada

Requirements

• Python 3.X
  
• Pytorch 0.4

Model

• Pretrained CNN-F

Instruction

This implement add an extra negative log likelihood loss of intra-modal, so the final MAP is higher than the original paper.

Result

Thanks for:

• jiangqy/DPSH
  
• WendellGul/DCMH