🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

📊 More styles and useful extensions for Matplotlib

Official repository of ACmix (CVPR2022)

The official project website of "Omni-Dimensional Dynamic Convolution" (ODConv for short, spotlight in ICLR 2022).

[ICCV 2021] Code for approximated exponential maximum pooling

🕹️SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy

Official repository of Slide-Transformer (CVPR2023)

[CVPR'23] SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer

Road extraction from satellite imagery

动漫头像生成

Deep Networks with Recurrent Layer Aggregation

ST_Unet_pytorch_Semantic segmentation

A model of semantic segmentation for road