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This repository contains code that was used to train and evaluate deep learning models, as described in the article "Improving breast cancer diagnostics with artificial intelligence for MRI" by Jan Witowski et al.
Code for the paper Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars
Advancing Medical Image Segmentation Through Multi-Task and Multi-Scale Contrastive Knowledge Distillation
(EMBC 2019) Classification and Quantification of Retinal Cysts in OCT B-Scans: Efficacy of Machine Learning Methods
Applying Octave UNet for Retinal Vessel Segmentation.
toy script of octave convolution with Tensorflow
Rewriting Resnet18 with OctConv
A TensorFlow implementation of CVPR 2018 paper "Residual Dense Network for Image Super-Resolution".
the tf code of " Residual Dense Network for Image Super-Resolution"
Segmentation of retinal fluid images with Capsular neural networks
Segmentation of digital fundus images using an SVM supervised ML model
基于深度学习的眼底血管分割算法研究
S-UNet: A Bridge-Style U-Net Framework with a Saliency Mechanism for Retinal Vessel Segmentation
Retinal Vessel Segmentation based on Fully Convolutional Networks
Various methods for pixel-wise segmentation applied. University assignment at FIT BUT (FIT VUT) - Brno University of Technology
Regression and Learning with Pixel-wise Attention for Retinal Fundus Glaucoma Segmentation and Detection
The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.
A novel segmentation-to-classification scheme for breast ultrasound image classification
Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation
CNN-RNN中文文本分类,基于TensorFlow
基于Tensorflow的常用模型,包括分类分割、新型激活、卷积模块,可在Tensorflow2.X下运行。
A tensorflow implementation of "Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks"
Support repository for the paper "Retinal vessel segmentation based on Fully Convolutional Neural Networks", Expert Systems with Applications, Volume 112, 1 December 2018, Pages 229-242.
Deep Vessel Segmentation by Learning Graphical Connectivity
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.