/HRN

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

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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

network structure

Visual Demonstration

HMC-LMLP

HMC-LMLP

HMCN

HMCN

C-HMCNN

C-HMCNN

Chang

Chang et al.

Our

Ours

Requirements

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

Supporting Files for Datasets

Code

CUB-200-2011 and Aircraft

Stanford Cars