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Yannis Liu's Projects

awesome-semantic-segmentation-pytorch icon awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

batchgenerators icon batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

byol-pytorch icon byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

cotr icon cotr

CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation

detr icon detr

End-to-End Object Detection with Transformers

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

g-mlp-pytorch icon g-mlp-pytorch

Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch

hosts icon hosts

镜像:https://scaffrey.coding.net/p/hosts/git / https://git.qvq.network/googlehosts/hosts

involution icon involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

lambda-networks icon lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

mae-pytorch icon mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

medical-transformer icon medical-transformer

Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"

monai icon monai

AI Toolkit for Healthcare Imaging

segformer-pytorch icon segformer-pytorch

Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch

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