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

• UpdatedAug 29, 2021
• Python

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

• UpdatedNov 15, 2018
• Jupyter Notebook

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

This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition

• UpdatedNov 23, 2018
• Python

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

• UpdatedJul 29, 2022
• Python

This is a PyTorch implementation of the paper "Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization (MMAL-Net)" (Fan Zhang, Meng Li, Guisheng Zhai, Yizhao Liu).

• UpdatedDec 29, 2020
• Python

Implementing RepNet(a two-stream multitask learning network) to do vehicle Re-identification, vehicle search(or vehicle match) with PyTorch 可用于车辆细粒度识别，车辆再识别，车辆匹配，车辆检索，RepNet/MDNet的一种PyTorch实现

• UpdatedOct 10, 2020
• Python

A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “CoAtNet: Marrying Convolution and Attention for All Data Sizes”

• UpdatedApr 24, 2022
• Python

New generation of CLIP with fine grained discrimination capability, ICML2025

• UpdatedJul 10, 2025
• Python

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

• UpdatedJun 8, 2021
• Python

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

• UpdatedNov 3, 2018
• 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

Vehicle Make and Model Recognition Dataset (VMMRdb)

• UpdatedNov 3, 2020
• Lua

CricShot10 is a video action recognition dataset consisting of 10 cricket batting shots. This dataset was developed using the videos from YouTube.

• UpdatedApr 19, 2023

Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)

• UpdatedAug 27, 2020
• Python

A generic triplet data loader for image classification problems,and a triplet loss net demo.

• UpdatedAug 6, 2020
• Python

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

• UpdatedJun 30, 2022
• Python

SoccerAct10 is a dataset which contains 10 different soccer actions. This dataset was developed using the videos from YouTube.

• UpdatedApr 21, 2023

The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021

• UpdatedJul 6, 2022
• Python