HRN

Implementation for Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification

Paper

This repo is a implementation for paper Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification that has been accepted by CVPR2022.

Preprint Version

Network Architecture

Visual Demonstration

HMC-LMLP

HMCN

C-HMCNN

Chang et al.

Ours

Requirements

• Python 3.6+
• Pytorch 1.2+
• Torchvision 0.4+
• networkx 2.5
• CUDA 10.2

Supporting Files for Datasets

• CUB-200-2011
• Aircraft
• Stanford Cars

Code

CUB-200-2011 and Aircraft

Stanford Cars