Reading Route

From CNNs to Vision Transformers

The visual recognition path from ImageNet and AlexNet to ResNet, detection, segmentation, and ViT.

1
2009 · CV · Dataset / Benchmark
ImageNet: A Large-Scale Hierarchical Image Database
Coming soon
2
2012 · CV · AlexNet
ImageNet Classification with Deep CNNs
Coming soon
3
2014 · CV · Object Detection
R-CNN
Coming soon
4
2015 · CV · Segmentation
Fully Convolutional Networks
Coming soon
5
2015 · CV · ResNet
Deep Residual Learning for Image Recognition
Coming soon
6
2020 · CV · Vision Transformer
An Image is Worth 16x16 Words
Coming soon