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 the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).

• UpdatedOct 4, 2022
• Python

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

• UpdatedJul 29, 2022
• 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

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

• UpdatedJun 8, 2021
• Python

[ICLR'24] Democratizing Fine-grained Visual Recognition with Large Language Models

• UpdatedJul 15, 2024
• Python

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)

• UpdatedDec 26, 2020
• Python

TF-Implementation of "Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition"

• UpdatedApr 6, 2019
• Python

CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

• UpdatedAug 24, 2020
• Shell

[CVPR 2022 Challenge Rank 1st] The official code for V2L: Leveraging Vision and Vision-language Models into Large-scale Product Retrieval.

• UpdatedJul 30, 2022

[WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments

• UpdatedApr 12, 2023
• Python

Bilinear CNNs in PyTorch

• UpdatedOct 12, 2019
• Python

Pytorch implementation of CVPR'16 paper "Learning Deep Representations of Fine-Grained Visual Descriptions", by Reed et al.

• UpdatedAug 16, 2020
• Python

Code release for "Making a Bird AI Expert Work for You and Me (TPAMI 2023)".

• UpdatedMay 4, 2023
• Python

Code release for Your “An Erudite Fine-Grained Visual Classification Model (CVPR 2023)"

• UpdatedJun 2, 2023
• Python

unofficial PyTorch implementation of Look into object paper (CVPR2020).

• UpdatedAug 7, 2020
• Python

Classifying images into coarse and fine classes.https://web.cse.iitk.ac.in/users/cs783/asm2/

• UpdatedMar 4, 2019
• Python