# 2D Backbones

- [ResNet](/computer_vision/2d-backbones/resnet.md): Residual Networks
- [Transformer](/computer_vision/2d-backbones/transformer.md): Attention is all you need!
- [Recurrent Neural Network](/computer_vision/2d-backbones/transformer/recurrent-neural-network.md): A Model that dominated NLP before transformer
- [Vision Transformer](/computer_vision/2d-backbones/transformer/vision-transformer.md): An image is worth 16 x 16 Words
- [SwinTransformer](/computer_vision/2d-backbones/transformer/swintransformer.md): A transformer with CNN concepts