Topic: fine-grained-classification Goto Github

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alcunha / inat2021ufam
fine-grained-classification,6th Place Solution to iNat Challenge 2021: 10,000 Species Recognition Challenge with iNaturalist Data
User: alcunha
efficientnet geo-prior fine-grained-classification species-recognition

aniket03 / self_supervised_bird_classification
fine-grained-classification,Explores jigsaw puzzles solvinig as pre-text task for fine grained classification for bird species identification (Implemented with pyTorch)
User: aniket03
jigsaw-puzzles-task training-jigsaw-solver self-supervised-learning fine-grained-classification cub200 pytorch bird-species-classification

ankitdhall / learning_embeddings
fine-grained-classification,Code for CVPR-W 2020 paper "Hierarchical Image Classification using Entailment Cone Embeddings" https://arxiv.org/abs/2004.03459
User: ankitdhall
Home Page: https://ankitdhall.github.io/project/learning-representations-for-images-with-hierarchical-labels/
cvpr-2020 image-classification representation-learning hyperbolic-embeddings non-euclidean-geometry fine-grained-classification

ascuet / cricshot10
fine-grained-classification,CricShot10 is a video action recognition dataset consisting of 10 cricket batting shots. This dataset was developed using the videos from YouTube.
User: ascuet
action-recognition action-recognition-dataset cricket-shot-identification fine-grained-classification shot-classification video-classification batting-shot-classification cricket-activity-recognition cricket-shot-classification fine-grained-dataset

ascuet / socceract10
fine-grained-classification,SoccerAct10 is a dataset which contains 10 different soccer actions. This dataset was developed using the videos from YouTube.
User: ascuet
action-recognition action-recognition-dataset fine-grained-classification video-action-recognition video-classification video-dataset soccer-activity-classification soccer-video-classification sports-classification sports-recognition-dataset

brightmart / sentiment_analysis_fine_grain
fine-grained-classification,Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
User: brightmart
sentiment-analysis fine-grained-classification bert textcnn pre-train language-model multi-label-classification online text-classification

captaineven / repnet-mdnet-vehiclereid
fine-grained-classification,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
User: captaineven
vehicle reid matching fine-grained-classification fine-grained-recognition vehicle-search vehicle-reidentification

chaomaer / fbsd
fine-grained-classification,PyTorch Code for Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification
User: chaomaer
fine-grained fine-grained-classification fine-grained-visual-categorization fgvc feature-boosting feature-suppression feature-diversification

chencodex / triplet-loss-pytorch
fine-grained-classification,A generic triplet data loader for image classification problems,and a triplet loss net demo.
User: chencodex
pytorch triplet-loss dataloader fine-grained-classification

cser-tang-hao / bsfa-fsfg
fine-grained-classification,[TCSVT23, Highly Cited Paper] Boosting Few-shot Fine-grained Recognition with Background Suppression and Foreground Alignment
User: cser-tang-hao
few-shot-learning fine-grained-classification

cvjena / alpha_pooling
fine-grained-classification,Code for our paper "Generalized Orderless Pooling Performs Implicit Salient Matching" published at ICCV 2017.
Organization: cvjena
Home Page: http://openaccess.thecvf.com/content_iccv_2017/html/Simon_Generalized_Orderless_Pooling_ICCV_2017_paper.html
fine-grained-classification fine-grained image-classification vgg16 alpha-pooling fine-tuning-cnns fine-tuning

cvjena / part_constellation_models
fine-grained-classification,Code for the ICCV 2015 paper "Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks."
Organization: cvjena
caffe fine-grained-classification part-models constellation-models neural-activation-constellations

cwangrun / st-protopnet
fine-grained-classification,[ICCV 2023] Learning Support and Trivial Prototypes for Interpretable Image Classification
User: cwangrun
Home Page: https://openaccess.thecvf.com/content/ICCV2023/papers/Wang_Learning_Support_and_Trivial_Prototypes_for_Interpretable_Image_Classification_ICCV_2023_paper.pdf
explainable-ai fine-grained-classification image-recognition interpretability-and-explainability interpretable-ai interpretable-deep-learning interpretable-neural-networks

dasguptar / bcnn.pytorch
fine-grained-classification,Bilinear CNNs in PyTorch
User: dasguptar
bilinear-cnn bilinear-pooling computer-vision computervision deep-learning deeplearning fine-grained-classification fine-grained-recognition fine-grained-visual-categorization machine-learning machinelearning pytorch

dqshuai / metaformer
fine-grained-classification,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”
User: dqshuai
fine-grained-classification pytorch

ezra-yu / accv2022_fgia_1st
fine-grained-classification,1st solution for the Webly-supervised Fine-grained Recognition competition in https://www.cvmart.net/race/10412/base
User: ezra-yu
arcface-loss eql fine-grained-classification longtail mae pseudolabelling pytorch swin

faezetta / vmmrdb
fine-grained-classification,Vehicle Make and Model Recognition Dataset (VMMRdb)
User: faezetta
fine-grained-classification dataset vehicle-recognition make-model-year vmmr

iamhankai / attribute-aware-attention
fine-grained-classification,[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning
User: iamhankai
Home Page: https://arxiv.org/abs/1901.00392
cub-dataset fine-grained-classification person-reidentification fine-grained-visual-categorization attention-mechanism representation-learning convolutional-neural-networks

imageomics / intr
fine-grained-classification,This is an official implementation for [ICLR'24] INTR: Interpretable Transformer for Fine-grained Image Classification.
Organization: imageomics
computer-vision explainable-ai fine-grained-classification interpretation transformer imageomics

kingjamessong / differentiablesvd
fine-grained-classification,A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"
User: kingjamessong
Home Page: https://arxiv.org/abs/2105.02498
svd svd-matrix-factorisation svd-factorization style-transfer image-recognition deep-learning imagenet-classification fine-grained-visual-categorization fine-grained-classification iccv21

leesb7426 / cvpr2022-task-discrepancy-maximization-for-fine-grained-few-shot-classification
fine-grained-classification,Official PyTorch Repository of "Task Discrepancy Maximization for Fine-grained Few-Shot Classification" (TDM, CVPR 2022 Oral Paper)
User: leesb7426
cvpr2022 few-shot-learning fine-grained-classification oral deep-learning image-classification tdm

m-nauta / prototree
fine-grained-classification,ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021
User: m-nauta
pytorch computer-vision explainable-ai interpretability interpretable-machine-learning deep-neural-networks explainable-ml fine-grained-visual-categorization explainability interpretable-deep-learning

mahdi-darvish / gan-augmented-pet-classifier
fine-grained-classification,Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection - Paper Implementation and Supplementary Materials
User: mahdi-darvish
Home Page: https://arxiv.org/abs/2109.00891
generative-adversarial-network vision-transformer facial-landmarks-detection fine-grained-classification stylegan2-ada mobilenetv2 pytorch gan

markin-wang / ffvt
fine-grained-classification,[BMVC 2021] The official PyTorch implementation of Feature Fusion Vision Transformer for Fine-Grained Visual Categorization
User: markin-wang
fine-grained-classification fine-grained-visual-categorization image-classification

markin-wang / mixvit
fine-grained-classification,[Pattern Recognition] Mix-ViT: Mixing Attentive Vision Transformer for Ultra-Fine-Grained Visual Categorization.
User: markin-wang
fine-grained-classification fine-grained-visual-categorization image-classification

mrchenfeng / maskcon_cvpr2023
fine-grained-classification,MaskCon: Masked Contrastive Learning for Coarse-Labeled Dataset (CVPR2023)
User: mrchenfeng
Home Page: https://openaccess.thecvf.com/content/CVPR2023/html/Feng_MaskCon_Masked_Contrastive_Learning_for_Coarse-Labelled_Dataset_CVPR_2023_paper.html
coarse-to-fine dataset deep-learning fine-grained-classification image-retrieval pytorch representation-learning robustness supervised-learning

mvrl / birdsat
fine-grained-classification,A PyTorch implementation of "BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping"
Organization: mvrl
Home Page: https://sites.wustl.edu/srikumarsastry/birdsat/
fine-grained-classification masked-autoencoder species-distribution-mapping

nandan91 / ulsam
fine-grained-classification,ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks
User: nandan91
compact-neural-network computer-vision fine-grained-classification mobile-networks pytorch self-attention

nlpathits / figet-hyperbolic-space
fine-grained-classification,Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"
Organization: nlpathits
nlp figet entity-typing entity-types hyperbolic-geometry hyperbolic-distance hyperbolic-space fine-grained-classification fine-grained-entity-typing graph-embeddings

paritoshparmar / fitness-aqa
fine-grained-classification,Fitness Action Quality Assessment or your AI-Fitness Coach [ECCV 2022]
User: paritoshparmar
video-understanding self-supervised-learning action-recognition fine-grained-classification action-understanding pose-estimation representation-learning domain-knowledge disentangled-representations exercise-app

paritoshparmar / mtl-aqa
fine-grained-classification,What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]
User: paritoshparmar
Home Page: https://arxiv.org/abs/1904.04346
action-quality-assessment mtl-aqa multitask-learning video-understanding video-processing video-captioning fine-grained-classification pytorch action-recognition fine-grained-action-recognition representation-learning c3d dilated-convolution dilated-c3d lstm captioning

pris-cv / an-erudite-fgvc-model
fine-grained-classification,Code release for Your “An Erudite Fine-Grained Visual Classification Model (CVPR 2023)"
Organization: pris-cv
fine-grained fine-grained-classification fine-grained-recognition fine-grained-visual-categorization multiple-datasets pytorch

pris-cv / fine-grained-or-not
fine-grained-classification,Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)
Organization: pris-cv
fine-grained-classification fine-grained-visual-categorization fine-grained hierarchy-analysis multi-task-learning

pris-cv / fine-grained-visual-analysis-library
fine-grained-classification,FGVCLib is an open-source and well documented library for Fine-grained Visual Classification.
Organization: pris-cv
classification computer-vision fine-grained fine-grained-classification fine-grained-visual-categorization

pris-cv / mutual-channel-loss
fine-grained-classification,Code release for The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification (TIP 2020)
Organization: pris-cv
mutual-channel-loss fine-grained-classification fine-grained fine-grained-recognition fine-grained-visual-categorization

pris-cv / pca-net
fine-grained-classification,Progressive Co-Attention Network for Fine-Grained Visual Classification
Organization: pris-cv
fine-grained-classification fine-grained-visual-categorization

pris-cv / pmg-progressive-multi-granularity-training
fine-grained-classification,Code release for Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches (ECCV2020)
Organization: pris-cv
fgvc jigsaw fine-grained-classification fine-grained fine-grained-recognition fine-grained-visual-categorization pmg

quocthangnguyen / deep-metric-learning-tsinghua-dogs
fine-grained-classification,Dogs classification with Deep Metric Learning
User: quocthangnguyen
proxy-nca-loss triplet-loss proxy-anchor-loss soft-triple-loss tsinghua-dogs-dataset deep-metric-learning fine-grained-classification pytorch

richardaecn / class-balanced-loss
fine-grained-classification,Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019
User: richardaecn
cloud-tpu computer-vision cvpr cvpr2019 deep-learning fine-grained fine-grained-classification fine-grained-visual-categorization imagenet inaturalist tensorflow

richardaecn / cvpr18-inaturalist-transfer
fine-grained-classification,Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018
User: richardaecn
computer-vision cvpr2018 deep-learning fine-grained fine-grained-classification fine-grained-visual-categorization image-classification tensorflow transfer-learning

rush2406 / self-supervised-learning-for-fine-grained-image-classification
fine-grained-classification,Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification
User: rush2406
Home Page: https://arxiv.org/abs/2107.13973
self-supervised-learning fine-grained-classification fgvc classification fine-grained simclr srgan pytorch jigsaw

songdejia / dfl-cnn
fine-grained-classification,This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition
User: songdejia
pytorch fine-grained-classification dfl-cnn cub-200-2011 classifier cnn discriminative cvpr2018

vita-group / focus-longer-to-see-better
fine-grained-classification,[CVPRW 2020] Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification
Organization: vita-group
fine-grained-classification attention-mechanism lstm recursive

windvchen / push-and-pull-network
fine-grained-classification,The official implementation of P^2Net (Push-and-Pull Network) for fine-grained ship classification in remote sensing images
User: windvchen
contrastive-learning fine-grained-classification metric-learning remote-sensing ship-classification fine-grained-ship-classification

wvinzh / ws_dan_pytorch
fine-grained-classification,PyTorch Implementation Of WS-DAN(See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification)
User: wvinzh
pytorch-cnn fine-grained-classification image-classification image-recognition fine-grained-visual-categorization pytorch

yangze0930 / nts-net
fine-grained-classification,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).
User: yangze0930
fine-grained-visual-categorization fine-grained-classification fine-grained-recognition

zf4444 / mmal-net
fine-grained-classification,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).
User: zf4444
fgvc-aircraft fine-grained cub-200-2011 stanford-cars fine-grained-classification weakly-supervised-localization

zhangchbin / onlinelabelsmoothing
fine-grained-classification,The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021
User: zhangchbin
Home Page: https://arxiv.org/abs/2011.12562
regularization classification fine-grained-classification noisy-labels adversarial-attacks robustness deep-learning tip2021 pytorch

zjysteven / mixoe
fine-grained-classification,[WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments
User: zjysteven
Home Page: https://openaccess.thecvf.com/content/WACV2023/html/Zhang_Mixture_Outlier_Exposure_Towards_Out-of-Distribution_Detection_in_Fine-Grained_Environments_WACV_2023_paper.html
out-of-distribution-detection fine-grained-classification fine-grained-recognition outlier-exposure novelty-detection openset-recognition

zxhuang1698 / interpretability-by-parts
fine-grained-classification,Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)
User: zxhuang1698
Home Page: https://www.biostat.wisc.edu/~yli/cvpr2020-interp/
cvpr2020 explainable-ai interpretability fine-grained-classification part-based-models celeba-dataset cvpr-2020 cvpr-oral pytorch pytorch-implementation