Jun Li's repositories
DAFormer
[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
GM_script
我就是来分享脚本玩玩的
ICCV2021-Papers-with-Code
ICCV 2021 论文和开源项目合集
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
optuna
A hyperparameter optimization framework
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
scenic
Scenic: A Jax Library for Computer Vision Research and Beyond
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
shape-attentive-unet
Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
TopologyLayer
A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
YLearn
YLearn, a pun of "learn why", is a python package for causal inference