cars196

There are 16 repositories under cars196 topic.

  • Confusezius/Deep-Metric-Learning-Baselines

    PyTorch Implementation for Deep Metric Learning Pipelines

    Language:Python572172491
  • 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.

    Language:Python34281850

  • kobiso/Computer-Vision-Leaderboard

    Comparison of famous convolutional neural network models

    321402544

  • clovaai/embedding-expansion

    Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

    Language:Python76619

  • clovaai/symmetrical-synthesis

    Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)

    Language:Python718112

  • JinXins/Adversarial-AutoMixup

    Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)

    Language:Python62135

  • 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:Python61795

  • 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:Python60519
  • 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

    Language:Python41426

  • 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:Python343611

  • navervision/proxy-synthesis

    Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

    Language:Python34637

  • neka-nat/pytorch-hdml

    Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch

    Language:Python28337

  • Confusezius/Characterizing_Generalization_in_DeepMetricLearning

    Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.

    Language:Python23301

  • navervision/MemVir

    Official PyTorch implementation of "Learning with Memory-based Virtual Classes for Deep Metric Learning" (ICCV 2021)

    Language:Python16502

  • untitledunmastered1998/DistillationLab

    Image Classification Training Framework for Network Distillation

    Language:Python1200

  • 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:Python20