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liuxiaohui's Projects

retina-unet icon retina-unet

Retina blood vessel segmentation with a convolutional neural network

segmentation icon segmentation

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

segmentation-1 icon segmentation-1

Code for my master's thesis. Instance segmentation of fluorescence microscopy images with deep learning.

segmentation-3 icon segmentation-3

In this project, various image segmentation method on medical image is provided and tested.

segmentation-4 icon segmentation-4

Tensorflow implementation : U-net and FCN with global convolution

segmentation-of-ultrasound-images icon segmentation-of-ultrasound-images

The purpose of this study is the contour extraction of a region of interest in ultrasonic images. I applied the anisotropic diffusion algorithm to preprocess images, then an active contour model using a gradient vector flow was employed. In the end, the contour of a lesion area of the ultrasonic images was extracted.

segmentation-pytorch icon segmentation-pytorch

Several networks for segmentation like VNet or RefineNet implemented by PyTorch and Visdom

segnet icon segnet

SegNet-like Autoencoders in TensorFlow

segnet-tutorial icon segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

segnetcmr icon segnetcmr

A Tensorflow implementation of SegNet for cardiac MRI segmentation

similarity icon similarity

similarity:相似度计算工具包,java编写。用于词语、短语、句子、词法分析、情感分析、语义分析等相关的相似度计算。

ta-fcn icon ta-fcn

Fully Convolutional Instance-aware Semantic Segmentation

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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