richardaecn/class-balanced-loss

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

Language: Python - Size: 582 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 609 - Forks: 69

yangze0930/NTS-Net

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).

Language: Python - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 442 - Forks: 120

PRIS-CV/Mutual-Channel-Loss

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

Language: Python - Size: 369 KB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 259 - Forks: 44

PRIS-CV/PMG-Progressive-Multi-Granularity-Training

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

Language: Python - Size: 118 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 219 - Forks: 44

chou141253/FGVC-PIM

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

Language: Python - Size: 1.41 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 197 - Forks: 40

richardaecn/cvpr18-inaturalist-transfer

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

Language: Jupyter Notebook - Size: 1.93 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 194 - Forks: 36

wvinzh/WS_DAN_PyTorch

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

Language: Python - Size: 291 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 159 - Forks: 35

iamhankai/attribute-aware-attention

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

Language: Python - Size: 661 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 157 - Forks: 30

KMnP/fashionpedia-api

Python API for Fashionpedia Dataset

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 146 - Forks: 26

M-Nauta/ProtoTree

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

Language: Python - Size: 870 KB - Last synced at: about 10 hours ago - Pushed at: almost 3 years ago - Stars: 101 - Forks: 21

PRIS-CV/Fine-Grained-or-Not

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

Language: Python - Size: 14.5 MB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 60 - Forks: 10

usuyama/ePillID-benchmark

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

Language: Jupyter Notebook - Size: 442 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 56 - Forks: 10

KingJamesSong/DifferentiableSVD

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

Language: Python - Size: 1.07 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 51 - Forks: 1

PRIS-CV/BSNet

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

Language: Python - Size: 419 KB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 11

PRIS-CV/AP-CNN_Pytorch-master

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

Language: Python - Size: 230 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 47 - Forks: 4

PRIS-CV/Fine-grained-Visual-Analysis-Library

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

Language: Python - Size: 307 KB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 2

PRIS-CV/PCA-Net

Progressive Co-Attention Network for Fine-Grained Visual Classification

Language: Python - Size: 205 KB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 32 - Forks: 7

Markin-Wang/FFVT

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

Language: Python - Size: 6.14 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 9

JingyunLiang/PFNet-FGVC

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

Language: Python - Size: 271 KB - Last synced at: 28 days ago - Pushed at: over 6 years ago - Stars: 28 - Forks: 4

cswluo/SEF

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

Language: Python - Size: 1.87 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 25 - Forks: 7

Markin-Wang/MixViT

[Pattern Recognition] Mix-ViT: Mixing Attentive Vision Transformer for Ultra-Fine-Grained Visual Categorization.

Language: Python - Size: 5.29 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 2

aniket03/keras_compact_bilnear_CNN

This is an implementation of compact bilinear CNN using keras

Language: Python - Size: 104 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 20 - Forks: 8

PRIS-CV/An-Erudite-FGVC-Model

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

Language: Python - Size: 19.5 KB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 3

dasguptar/bcnn.pytorch

Bilinear CNNs in PyTorch

Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 17 - Forks: 1

Gorilla-Lab-SCUT/PartNet

The source code for the TMM paper: Part-Aware Fine-grained Object Categorization using Weakly Supervised Part Detection Network

Language: Python - Size: 92.8 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 17 - Forks: 2

chaomaer/FBSD

PyTorch Code for Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification

Language: Python - Size: 156 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 16 - Forks: 2

RRanddom/tf-bilinear-cnn

Language: Jupyter Notebook - Size: 36.7 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 16 - Forks: 5

PRIS-CV/Making-a-Bird-AI-Expert-Work-for-You-and-Me

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

Language: Python - Size: 31.3 KB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 0

lucasxlu/FGVC

Fine-Grained Visual Classification for Plants & Flowers

Language: Python - Size: 224 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 15 - Forks: 7

abhrac/relational-proxies

Official implementation of "Relational Proxies: Emergent Relationships as Fine-Grained Discriminators", NeurIPS 2022.

Language: Python - Size: 544 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 14 - Forks: 1

PRIS-CV/Top-Down-Spatial-Attention-Loss

Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features

Language: Python - Size: 7.81 KB - Last synced at: 15 days ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 1

NJUyued/SoC4SS-FGVC

"Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning" by Yue Duan (AAAI 2024)

Language: Python - Size: 127 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 9 - Forks: 0

abhrac/trd

Official implementation of "Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships", NeurIPS 2023.

Language: Python - Size: 1.59 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 7 - Forks: 2

RenHuan1999/FungiCLEF2023-UstcAIGroup

1st Place Code for FungiCLEF 2023 Competition from UstcAIGroup

Language: Python - Size: 773 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0

ku21fan/Look_into_object_project

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

Language: Python - Size: 939 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

iCVTEAM/S3Net

PyTorch code for the ICME 2021 paper Selective, Structural, Subtle: Trilinear Spatial-Awareness for Few-Shot Fine-Grained Visual Recognition.

Language: Python - Size: 3.81 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

Markin-Wang/CLEViT

[IJCAI 2023] CLE-ViT: Contrastive Learning Encoded Transformer for Ultra-Fine-Grained Visual Categorization.

Language: Python - Size: 144 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

AKASH2907/caltech_ucsd_bird_classification

Fine-grained classification of 200 species of birds

Language: Python - Size: 1.72 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

stefannae/MLND---Fine-Grained-Visual-Categorization-Project Fork of udacity/dog-project

FGVC project with the Stanford Dogs dataset.

Size: 58.2 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Sarvesh30112002/Bilinear-Pooling-with-Hierarchical-Structure-for-Precise-Visual-Recognition

The project aims to enhance fine-grained visual recognition accuracy. Integrate Hierarchical Bilinear Pooling (HBP) with ResNet architecture. Leverage ResNet's capabilities and pre-trained parameters. Provide accessibility to the codebase for broader research and adaptation.

Language: Python - Size: 1.62 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

ZJLAB-AMMI/CKIM

Python code to implement a commonsense knowledge inference module (CKIM) assisted deep learning method for visual object detection

Language: Python - Size: 48.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

chamidullinr/fine-grained-visual-recognition 📦

The repository contains supplementary material to my Master's thesis - Fine-grained Visual Recognition with Side Information

Language: Jupyter Notebook - Size: 135 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1