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openmixup

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

  • MMPreTrain
  • Detectron2 - mmlab/mmsegmentation)).
  • x - AI/openmixup/tree/main/configs/classification/imagenet/alexnet/)]
  • 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/resnet/)]
  • x - AI/openmixup/tree/main/configs/classification/imagenet/shufflenet_v1/)]
  • x - AI/openmixup/tree/main/configs/classification/imagenet/shufflenet_v2/)]
  • 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/beit/)]
  • 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/unireplknet/)]
  • x - AI/openmixup/tree/main/configs/classification/imagenet/transnext/)]
  • x - AI/openmixup/tree/main/configs/classification/imagenet/starnet/)]
  • 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/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 - AI/openmixup/tree/main/configs/classification/imagenet/adautomix)]
  • 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 - AI/openmixup/tree/main/configs/classification/cifar10/)]
  • x - AI/openmixup/tree/main/configs/classification/cifar100/)]
  • 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/classification/inaturalist2017/)]
  • x - AI/openmixup/tree/main/configs/classification/inaturalist2018/)]
  • 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/beit/)
  • 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/)]
  • MMPreTrain
  • tech report
Programming Languages
Python 2
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