Human attribute recognition by refining attention heat map

requirements

Install caffe_attribute.

Same steps as installing the original caffe.

pre-processing

Crop the test images based on the annotated bouding boxes.

pre-trained models

Models

run

Use the corresponding model and weights.

computeAveragePrecision.m
showVGGHeat.m

Citation

Please cite the following article if it helps your research.

  @article{guo2017human,
    title={Human attribute recognition by refining attention heat map},
    author={Guo, Hao and Fan, Xiaochuan and Wang, Song},
    journal={Pattern Recognition Letters},
    volume={94},
    pages={38--45},
    year={2017},
    publisher={North-Holland}
  }