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  • 🔭 I’m currently working on AI applications in medical images

Yujie Xiao'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)

denseaspp icon denseaspp

DenseASPP for Semantic Segmentation in Street Scenes

draw-uml-with-mfc icon draw-uml-with-mfc

MFC实现类图的绘制功能,包含:图元的创建及对齐、图元的移动、图元的删除、图元的文字编辑

keras-spp icon keras-spp

3D Spatial pyramid pooling layers for keras

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mcf-3d-cnn icon mcf-3d-cnn

Temporal-spatial Feature Learning of DCE-MR Images via 3DCNN

medicalzoopytorch icon medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

multi-scale-resnet icon multi-scale-resnet

Code for paper Multi-parametric MRIs based assessment of Hepatocellular Carcinoma Differentiation with Multi-scale ResNet

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

siamese-triplet icon siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

ssd_keras icon ssd_keras

A Keras port of Single Shot MultiBox Detector

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