animessl

Training vision models with vissl + illustrated images.

Models

model	SSL	config file
ResNet50	MoCo	./configs/config/moco_resnet.yaml
ResNet50	SimCLR	./configs/config/simclr_resnet.yaml
ResNet50	SwAV	./configs/config/swav_resnet.yaml
ConvNeXt	SimCLR	./configs/config/simclr_convnext.yaml

Dataset

• Danbooru2021

  @misc{danbooru2021,
      author = {Anonymous and Danbooru community and Gwern Branwen},
      title = {Danbooru2021: A Large-Scale Crowdsourced and Tagged Anime Illustration Dataset},
      howpublished = {\url{https://www.gwern.net/Danbooru2021}},
      url = {https://www.gwern.net/Danbooru2021},
      type = {dataset},
      year = {2022},
      month = {January},
      timestamp = {2022-01-21},
      note = {Accessed: 2022-04-04} }
  

Author

STomoya