Yilong Yang's repositories
ynulonger.github.io
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Roto-scale-translation-Equivariant-CNN
Code for Deformation Robust Roto-Scale-Translation Equivariant CNNs, Transactions on Machine Learning Research, 2022.
MIDLLatexTemplate
Latex template for the MIDL Conference
CrowdsourcingDataset-Amgadetal2019
Use this to download all elements of the dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourcing enables convolutional segmentation of histology images. Bioinformatics. 2019. doi: 10.1093/bioinformatics/btz083
kernel-convolution
PyTorch implementation of Kervolutional Neural Network (CVPR 2019): https://arxiv.org/abs/1904.03955
DigiPathAI
Digital Pathology AI
fcdensenet_pytorch
PyTorch implementation of Fully Convolutional DenseNets for Semantic Segmentation
Semantic-segmentation-of-remote-sensing-images
遥感图像的语义分割,基于深度学习,在Tensorflow框架下,利用TF.Keras,运行环境TF2.0
CAMELYON
The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.
keras-gcnn
Roto-reflection equivariant CNNs for Keras as presented in B. S. Veeling, J. Linmans, J. Winkens, T. Cohen, M. Welling. "Rotation Equivariant CNNs for Digital Pathology".
Embeded
Embeded Emotion Recognition
densenet-tensorflow
DenseNet Implementation in Tensorflow
seg_metrics_pytorch
Semantic Segmentation Metrics Functions on pytorch.[Currently for PASCAL VOC 2012, easily expandable]
deep-models
Implementation of a couple deep learning models using TensorFlow
Information-bottleneck
Python implementation of the infomration bottleneck method (tishby et al, 1999)
TextureSegmentationLBP
Implementation of Texture Segmentation Algorithm using LBP, proposed by Ojala, Pietikainen in 1997