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Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!
Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
A list of open-source software tailored for the Medical Physics domain
A topic-centric list of HQ open datasets.
:metal: awesome-semantic-segmentation
Collect super-resolution related papers, data, repositories
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]
Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding
Bayesian Neural Networks
自动分析Catphan 604模体扫描图像,主要功能包括HU值线性检测、几何一致性检测、扫描层厚检测、高对比度分辨率检测和低对比度分辨率检测。
Matlab/Octave based platform for Radiological Research.
CNN可视化、理解CNN
「后端技术学习指南」学习路线+学习资源。从后端小白到架构师,所有你需要掌握的内容都在这里
Public facing notes page
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Repository for "Deformable 3D Convolution for Video Super-Resolution", SPL, 2020
[CVPR 2024] Deformable Convolution v4
Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.
《深度学习》因封面为一簇花丛又称“花书”,是由深度学习领域老、中、青三代结合而成的经典之作,被业界尊称为“AI圣经”。其中Yoshua Bengio为深度学习的三驾马车之一,Ian Goodfellow因发明了GAN而闻名,最后Aaron Courville为青年研究者。花书从应用数学基础开始,围绕着神经网络拓展开来,因此相较于《机器学习》全面介绍不同类型的算法,花书可以看作为神经网络章节的延伸,从深度前馈神经网络,到卷积神经网络,再到循环神经网络,以及辅助神经网络训练调参的正则化、优化方法、实践策略。记录了本人在学习过程中的核心知识点以及辅助理解的拓展知识点,希望能帮助大家打开深度学习新世界的大门。
How Sensitive Are Deep Learning Based Radiotherapy Dose Prediction Models To Variability In Organs At Risk Segmentation?
All about DeepLearning: 推荐系统、自然语言处理、Tensorflow、Pytorch等
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
Implementation of some deep learning algorithms.
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.