Awesome FGVC

A curated list of resources including papers, report, and relevant links about Fine-grained Visual Classification(FGVC).

We are the Intelligent Multimedia Content Computing (IMCC) Lab members at University of Science and Technology of China (USTC). For any interest in our project or our lab, please contact Doctor Chuanbin Liu.

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• Awesome FGVC
  • Tutorials
  • Papers
    • Type of Method
    • Paper List
  • Other Awesome lists

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Tutorials

• Awesome Fine-Grained Image Analysis – Papers, Codes and Datasets
• 深度学习之细粒度图像分类
• 南京理工大学教授魏秀参--图像细粒度识别综述

Papers

Type of Method

Type	VA	BP	SS	ViT	SV	OTS
Explanation	Visual Attention	Bilinear Pooling	Self-Supervised Learning	Vision Transformer	Survey	Others

Paper List

Year	Venue	Paper Title	Link	Accuracy	Method
2022	ECCV 2022	Deep Ensemble Learning by Diverse Knowledge Distillation for Fine-Grained Object Classification	Paper	69.81%	OTS
2020	ECCV 2020	Volumetric Transformer Networks	Paper/Code	83.1%	VA

Other Awesome lists

• Awesome Fine-grained Visual Classification