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The Top 23 Fine Grained Classification Open Source Projects

Open source projects categorized as Fine Grained Classification
Categories > Fine Grained Classification
Sentiment_analysis_fine_grain ⭐ 504
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
most recent commit 6 years ago
Nts Net ⭐ 395
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).
most recent commit 3 years ago
Class Balanced Loss ⭐ 349
Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019
most recent commit 5 years ago
Mutual Channel Loss ⭐ 223
Code release for The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification (TIP 2020)
most recent commit 2 years ago
Dfl Cnn ⭐ 211
This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition
most recent commit 6 years ago
Repnet Mdnet Vehiclereid ⭐ 162
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
most recent commit 4 years ago
Metaformer ⭐ 159
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”
most recent commit 2 years ago
Mmal Net ⭐ 144
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).
most recent commit 4 years ago
Cvpr18 Inaturalist Transfer ⭐ 139
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018
most recent commit 6 years ago
Pmg Progressive Multi Granularity Training ⭐ 138
Code release for Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches (ECCV2020)
most recent commit 3 years ago
Attribute Aware Attention ⭐ 124
[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning
most recent commit 5 years ago
Ws_dan_pytorch ⭐ 112
PyTorch Implementation Of WS-DAN(See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification)
most recent commit 3 years ago
Interpretability By Parts ⭐ 55
[CVPR 2020 Oral] Interpretable and Accurate Fine-grained Recognition via Region Grouping
most recent commit 4 years ago
Alpha_pooling ⭐ 51
Code for our paper "Generalized Orderless Pooling Performs Implicit Salient Matching" published at ICCV 2017.
most recent commit 6 years ago
Differentiablesvd ⭐ 51
A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"
most recent commit 8 months ago
Fine Grained Or Not ⭐ 49
Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)
most recent commit 9 months ago
Prototree ⭐ 46
ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021
most recent commit 2 years ago
Onlinelabelsmoothing ⭐ 45
The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021
most recent commit 2 years ago
Part_constellation_models ⭐ 40
Code for the ICCV 2015 paper "Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks."
most recent commit 8 years ago
Mtl Aqa ⭐ 38
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
most recent commit 2 years ago
Socceract10 ⭐ 32
SoccerAct10 is a dataset which contains 10 different soccer actions. This dataset was developed using the videos from YouTube.
most recent commit a year ago
Focus Longer To See Better ⭐ 31
[CVPRW 2020] Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification
most recent commit 4 years ago
Cvpr2022 Task Discrepancy Maximization For Fine Grained Few Shot Classification ⭐ 28
Official PyTorch Repository of "Task Discrepancy Maximization for Fine-grained Few-Shot Classification" (TDM, CVPR 2022 Oral Paper)
most recent commit 7 months ago
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