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openmixup

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
https://github.com/Westlake-AI/openmixup

Last synced: 3 days ago
JSON representation

  • Acknowledgement

  • Introduction

  • Overview of Model Zoo

    • Development

      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - AI/openmixup/tree/main/configs/classification/cifar100/)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/alexnet/)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/vgg/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/inception_v3/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/resnet/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/resnet/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/resnet/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mobilenet_v2/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mobilenet_v3/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/efficientnet/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/efficientnet_v2/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/hrnet/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/res2net/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/cspnet/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/regnet/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/vision_transformer/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/swin_transformer/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/pvt/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/t2t_vit/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/levit/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/repvgg/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/deit/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mlp_mixer/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/twins/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/convmixer/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/uniformer/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mobilevit/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/poolformer/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/convnext/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mvit/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/repmlp/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/van/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/deit3/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/lit_v2/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/hornet/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/davit/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/edgenext/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/efficientformer/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/moganet/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/metaformer/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/convnext_v2/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/context_cluster/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mobileone/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/vanillanet/)]
      • x
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/cifar100/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/automix)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/samix)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/mixups/decouple)]
      • - AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - net.org/challenges/LSVRC/2012/)] [[download (21K)](https://image-net.org/data/imagenet21k_resized.tar.gz)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/classification/imagenet/mixups/)]
      • x - imagenet-200.zip)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/classification/tiny_imagenet/)]
      • x - mnist)]
      • x
      • x - AI/openmixup/tree/main/configs/classification/cub200/)]
      • x - aircraft/)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/classification/aircrafts/)]
      • x
      • x - AI/openmixup/tree/main/configs/classification/place205/)]
      • x - AI/openmixup/tree/main/configs/regression/agedb)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - mnist)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/rcfmnist)]
      • x - AI/openmixup/tree/main/configs/selfsup/relative_loc/)]
      • x - AI/openmixup/tree/main/configs/selfsup/rotation_pred/)]
      • x - AI/openmixup/tree/main/configs/selfsup/deepcluster/)]
      • x - AI/openmixup/tree/main/configs/selfsup/npid/)]
      • x - AI/openmixup/tree/main/configs/selfsup/odc/)]
      • x - AI/openmixup/tree/main/configs/selfsup/mocov1/)]
      • x - AI/openmixup/tree/main/configs/selfsup/simclr/)]
      • x - AI/openmixup/tree/main/configs/selfsup/mocov2/)]
      • x - AI/openmixup/tree/main/configs/selfsup/byol/)]
      • x - AI/openmixup/tree/main/configs/selfsup/swav/)]
      • x - AI/openmixup/tree/main/configs/selfsup/densecl/)]
      • x - AI/openmixup/tree/main/configs/selfsup/simsiam/)]
      • x - AI/openmixup/tree/main/configs/selfsup/barlowtwins/)]
      • x - AI/openmixup/tree/main/configs/selfsup/mocov3/)]
      • x - AI/openmixup/tree/main/configs/selfsup/mae/)]
      • x - AI/openmixup/tree/main/configs/selfsup/simmim/)]
      • x - AI/openmixup/tree/main/configs/selfsup/maskfeat/)]
      • x - AI/openmixup/tree/main/configs/selfsup/cae/)]
      • x - AI/openmixup/tree/main/configs/selfsup/a2mim/)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/shufflenet_v2/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/beit/)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/unireplknet/)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - AI/openmixup/tree/main/configs/classification/inaturalist2018/)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/transnext/)]
      • x - AI/openmixup/tree/main/configs/classification/imagenet/starnet/)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]
      • x - AI/openmixup/tree/main/configs/selfsup/dino/)]
      • x - wiki/static/imdb_crop.tar)] [[download (wiki)](https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/static/wiki_crop.tar)] [[config](https://github.com/Westlake-AI/openmixup/tree/main/configs/regression/imdb_wiki)]

  • Citation

Programming Languages
Python 2
Categories
Overview of Model Zoo 140 Introduction 1 Acknowledgement 1 Citation 1
Sub Categories
Development 142
Keywords
vision-transformer 1 swin-transformer 1 self-supervised-learning 1 resnet 1 pytorch 1 pretrained-models 1 multimodal 1 moco 1 mobilenet 1 masked-image-modeling 1 mae 1 image-classification 1 deep-learning 1 convnext 1 constrastive-learning 1 clip 1 beit 1