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liangjin chen's Projects

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

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)

cimcb icon cimcb

cimcb is a package containing the necessary tools for the statistical analysis of untargeted and targeted metabolomics data.

denseaspp icon denseaspp

DenseASPP for Semantic Segmentation in Street Scenes

haishoku icon haishoku

A development tool for grabbing the dominant color or representative color palette from an image

paddleseg icon paddleseg

End-to-end image segmentation kit based on PaddlePaddle.

pytorch-3dunet icon pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

res2net-pretrainedmodels icon res2net-pretrainedmodels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

u2net_torch icon u2net_torch

MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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