Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition reimplement in Pytorch.
A third-party reimplementation of Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition in Pytorch.
The related paper is as follows:
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition[C]
Chaojian Yu, Xinyi Zhao, Qi Zheng, Peng Zhang, Xinge You*
European Conference on Computer Vision. 2018.
Official Caffe implementation of Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition is HERE.
Dataset
Requirement
for example:
file | acc |
---|---|
HBP_fc | 80.42 |
HBP_fc_new | 79.79 |
HBP_all | 80.42 |
Note that HBP_fc_new.py
may be the closest to the original implementation. But it still doesn't work well.
Based on my code and experimental results, it is far from the result of the original author. So you can use it as a reference for learning.
This code borrows from HERE. If you have any suggestions please contact me, I am still continue to improve the results.
Happy coding.