Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

• UpdatedAug 29, 2021
• Python

This is a PyTorch implementation of the ECCV2018 paper "Learning to Navigate for Fine-grained Classification" (Ze Yang, Tiange Luo, Dong Wang, Zhiqiang Hu, Jun Gao, Liwei Wang).

• UpdatedSep 22, 2021
• Python

Code release for The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification (TIP 2020)

• UpdatedJul 29, 2022
• Python

Code release for Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches (ECCV2020)

• UpdatedJun 8, 2021
• Python

Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.

• UpdatedApr 1, 2023
• Python

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

• UpdatedNov 3, 2018
• Jupyter Notebook

Python API for Fashionpedia Dataset

• UpdatedNov 4, 2023
• Jupyter Notebook

PyTorch Implementation Of WS-DAN(See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification)

• UpdatedAug 20, 2021
• Python

[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning

• UpdatedAug 31, 2019
• Python

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021

• UpdatedJun 30, 2022
• Python

ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)

• UpdatedApr 13, 2022
• Jupyter Notebook

A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"

• UpdatedOct 20, 2023
• Python

Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)

• UpdatedSep 27, 2023
• Python

Code release for the paper BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. (TIP2020)

• UpdatedDec 24, 2020
• Python

[BMVC 2021] The official PyTorch implementation of Feature Fusion Vision Transformer for Fine-Grained Visual Categorization

• UpdatedOct 17, 2022
• Python

Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification (TIP2021)

• UpdatedJul 25, 2024
• Python

FGVCLib is an open-source and well documented library for Fine-grained Visual Classification.

• UpdatedDec 9, 2023
• Python

Code for paper "Learning Semantically Enhanced Feature for Fine-grained Image Classification"

• UpdatedAug 30, 2020
• Python

Progressive Co-Attention Network for Fine-Grained Visual Classification

• UpdatedFeb 6, 2021
• Python

PFNet: A Novel Part Fusion Network for Fine-grained Visual Categorization

• UpdatedDec 17, 2018
• Python