Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: cars196
untitledunmastered1998/DistillationLab
Image Classification Training Framework for Network Distillation
Language: Python - Size: 58.6 KB - Last synced: 19 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
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.
Language: Python - Size: 817 KB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 341 - Forks: 51
clovaai/symmetrical-synthesis
Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)
Language: Python - Size: 10.2 MB - Last synced: 6 days ago - Pushed: over 2 years ago - Stars: 70 - Forks: 12
Confusezius/Deep-Metric-Learning-Baselines
PyTorch Implementation for Deep Metric Learning Pipelines
Language: Python - Size: 2.85 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 568 - Forks: 93
clovaai/embedding-expansion
Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)
Language: Python - Size: 15.7 MB - Last synced: 6 days ago - Pushed: over 1 year ago - Stars: 75 - Forks: 9
kobiso/Computer-Vision-Leaderboard
Comparison of famous convolutional neural network models
Size: 84 KB - Last synced: 3 months ago - Pushed: almost 5 years ago - Stars: 320 - Forks: 44
Confusezius/Characterizing_Generalization_in_DeepMetricLearning
Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.
Language: Python - Size: 9.31 MB - Last synced: 25 days ago - Pushed: over 2 years ago - Stars: 24 - Forks: 1
navervision/proxy-synthesis
Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
Language: Python - Size: 1.83 MB - Last synced: 29 days ago - Pushed: over 2 years ago - Stars: 33 - Forks: 7
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.
Language: Python - Size: 263 KB - Last synced: 29 days ago - Pushed: over 2 years ago - Stars: 33 - Forks: 11
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.
Language: Python - Size: 15 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 60 - Forks: 5
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.
Language: Python - Size: 21.1 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
navervision/MemVir
Official PyTorch implementation of "Learning with Memory-based Virtual Classes for Deep Metric Learning" (ICCV 2021)
Language: Python - Size: 1.14 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 10 - Forks: 2
MLforHealth/S2SD
(ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv.org/abs/2009.08348
Language: Python - Size: 998 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 37 - Forks: 6
neka-nat/pytorch-hdml
Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch
Language: Python - Size: 20.6 MB - Last synced: 17 days ago - Pushed: about 3 years ago - Stars: 28 - Forks: 7
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.
Language: Python - Size: 193 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 57 - Forks: 9