cars196

There are 1 repository under cars196 topic.

Confusezius / Deep-Metric-Learning-Baselines
PyTorch Implementation for Deep Metric Learning Pipelines
pytorch deep-metric-learning deep-learning metric-learning neural-networks computer-vision pku-vehicle distance-sampling shop-clothes cars196 cub200
Language:Python 571
Revisiting_Deep_Metric_Learning_PyTorch
Confusezius / Revisiting_Deep_Metric_Learning_PyTorch
(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.
deep-learning metric-learning deep-metric-learning image-retrieval cub200-2011 cars196 stanford-online-products wandb icml2020
Language:Python 342
kobiso / Computer-Vision-Leaderboard
Comparison of famous convolutional neural network models
cnn convolutional-neural-network imagenet sota computer-vision image-retrieval cars196 cub200 in-shop sop
321
clovaai / embedding-expansion
Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)
metric-learning image-retrieval image-clustering deep-learning synthesis cars196 stanford-online-products cub200-2011 cvpr2020 mxnet
Language:Python 75
clovaai / symmetrical-synthesis
Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)
metric-learning image-retrieval image-clustering deep-learning synthesis cars196 stanford-online-products cub200-2011 aaai2020 tensorflow
Language:Python 70
Confusezius / CVPR2020_PADS
(CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet mining with Reinforcement Learning.
deep-metric-learning cvpr2020 pytorch deep-learning retrieval cub200-2011 cars196 metric-learning
Language:Python 60
Confusezius / ICCV2019_MIC
(ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliary training task to explain away intra-class variations.
deep-metric-learning pytorch deep-lear metric-computer-vi cars196 cub200 shop-clothes-retrieval pku-vehicle
Language:Python 60
JinXins / Adversarial-AutoMixup
Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)
computer-vision classification deep-learning imagenet pytorch convolutional-neural-networks cars196 corruption fgvc-aircraft
Language:Python 41
S2SD
MLforHealth / S2SD
(ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv.org/abs/2009.08348
deep-metric-learning metric-learning deep-learning pytorch cub200-2011 cars196 stanford-online-products image-retrieval zero-shot-learning
Language:Python 41
Confusezius / ECCV2020_DiVA_MultiFeature_DML
(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.
deep-metric-learning metric-learning deep-learning image-retrieval wandb cub200-2011 cars196 stanford-online-products
Language:Python 33
navervision / proxy-synthesis
Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
aaai2021 pytorch proxy-synthesis metric-learning image-retrieval deep-learning deep-metric-learning cars196 regularizer proxy-based synthetic-classes norm-softmax proxy-nca
Language:Python 33
neka-nat / pytorch-hdml
Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch
deep-metric-learning deep-learning pytorch triplet-loss cvpr2019 cars196 cub200
Language:Python 28
Confusezius / Characterizing_Generalization_in_DeepMetricLearning
Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.
deep-metric-learning generalization out-of-distribution cub200-2011 cars196 stanford-online-products pytorch deep-learning
Language:Python 24
navervision / MemVir
Official PyTorch implementation of "Learning with Memory-based Virtual Classes for Deep Metric Learning" (ICCV 2021)
cars196 deep-learning deep-metric-learning iccv2021 image-retrieval memvir metric-learning pytorch
Language:Python 15
untitledunmastered1998 / DistillationLab
Image Classification Training Framework for Network Distillation
cifar100 image-classification resnet knowledge-distillation mobilenet shufflenet squeezenet pytorch deep-learning cub-200-2011 fine-grained-classification imagenet mnist vggface2 aircrafts cars196 flowers102 stanford-dogs tiny-imagenet
Language:Python 1
ablanco1950 / CarsModels_Resnet_Pytorch
Project that detects the model of a car, between 1 and 196 models ( the 196 modelss of Stanford car file), that appears in a photograph with a success rate of more than 70% (using a test file that has not been involved in the training as a valid or training file, "unseen data") and can be implemented on a personal computer.
cars-dataset cars196 deeplearning python pytorch resnet resnet-50 stanford-cars transfer-learning small-scale-computer-vision
Language:Python

cars196

Confusezius / Deep-Metric-Learning-Baselines

Confusezius / Revisiting_Deep_Metric_Learning_PyTorch

kobiso / Computer-Vision-Leaderboard

clovaai / embedding-expansion

clovaai / symmetrical-synthesis

Confusezius / CVPR2020_PADS

Confusezius / ICCV2019_MIC

JinXins / Adversarial-AutoMixup

MLforHealth / S2SD

Confusezius / ECCV2020_DiVA_MultiFeature_DML

navervision / proxy-synthesis

neka-nat / pytorch-hdml

Confusezius / Characterizing_Generalization_in_DeepMetricLearning

navervision / MemVir

untitledunmastered1998 / DistillationLab

ablanco1950 / CarsModels_Resnet_Pytorch