Deep Learning - MEDevel.com: Open-source Guide to Healthcare and Medical Software

Deep Learning

A collection of 12 posts

TiefVision Is a Deep-Learning Image Search Engine

Artificial Intelligence

TiefVision Is a Deep-Learning Image Search Engine

TiefVision is an end-to-end deep learning image-similarity search engine. TiefVision is an integrated end-to-end image-based search engine based on deep learning. It covers image classification, image location (OverFeat) and image similarity (Deep Ranking). TiefVision is implemented in Torch and Play Framework (Scala version). It currently only supports Linux with CUDA-enabled

CoquiTTS: An Open-Source Text-To-Speech Library

CoquiTTS: An Open-Source Text-To-Speech Library

a deep learning toolkit for Text-to-Speech, battle-tested in research and production

Gradio: Creates Machine learning Web Apps in Python

Artificial Intelligence

Gradio: Creates Machine learning Web Apps in Python

Create UIs for your machine learning model in Python in 3 minutes

SMPLify-X: Generate an accurate 3D model from single image

SMPLify-X: Generate an accurate 3D model from single image

SMPLify-X is an open-source project that creates an expressive 3D body capture with detailed hands, face, and body from a single image. This project is a result of a research of 7 researchers and computer scientists at Max Planck ETH Center for Learning Systems. The researchers train AI to rich

Netron: Open-source Visualizer for Deep Learning, Machine Learning, and Neural Network Models

Artificial Intelligence

Netron: Open-source Visualizer for Deep Learning, Machine Learning, and Neural Network Models

Netron is an open-source multi-platform visualizer and editor for artificial intelligence models. It supports many extensions for deep learning, machine learning and neural network models. Netron is using Electron/ NodeJS and it has a binary application release for Windows, Linux and macOS. Netron is popular among data scientists, The project's

DeepFly3D: a deep learning software for 3D limb and appendage tracking

DeepFly3D: a deep learning software for 3D limb and appendage tracking

A group of scientists from EPFL (École polytechnique fédérale de Lausanne) in Switzerland have developed a deep-learning based motion-capture software that uses multiple camera views to model the movements of a fly (Drosophila melanogaster) in three dimensions. The ultimate aim is to use this knowledge to design fly-like robots. In

Antimicrobial Resistance Prediction using Game Theory Algorithm

Antimicrobial Resistance Prediction using Game Theory Algorithm

The increasing prevalence of antibiotic-resistant bacteria is a growing problem around the world. Every year, millions of people are infected with drug-resistant pathogens, and a lot of people die from pneumonia or bloodstream infections. In recent years, researchers have been working to make use of genome sequencing to identify antibiotic-resistant

IBM Open-Sourced three Cancer Research AI Projects

IBM Open-Sourced three Cancer Research AI Projects

IBM Research lab in Zurich Open-Sourced three AI Projects to help accelerate cancer research. The first project named PaccMann (Prediction of anticancer compound sensitivity with Multi-modal attention-based neural networks), is a multimodal deep learning solution that uses data from disparate sources to help predict how cells in diseased tissue will

Deep Learning Framework to delineate Organs at Risk in CT Images of Patients undergoing Radiation Therapy

Deep Learning Framework to delineate Organs at Risk in CT Images of Patients undergoing Radiation Therapy

Radiation Therapy is a widely used treatment modality for many types of cancer, but it has potential adverse effects to healthy surrounding organs. So, accurately identifying all Organs at Risk (OARs) is a very important step in Radiation Therapy Planning. However, manually doing so is time consuming and error-prone. A

WEKA: Open source Machine Learning Tools for Developers

Machine Learning

WEKA: Open source Machine Learning Tools for Developers

WEKA (Waikato Environment for Knowledge Analysis) is a collection of machine learning algorithms for data mining tasks. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization. It also supports Deep Learning. It is written in Java and developed at the University of Waikato, New Zealand.

Cytomine: Free Open source Web-based Digital Pathology (WSI) solution with Machine learning flavor

Pathology Featured

Cytomine: Free Open source Web-based Digital Pathology (WSI) solution with Machine learning flavor

Cytomine is a web-based open source solution, aiming to empower whole-slide image processing, & analysis with machine learning algorithms. It's built to ease collaboration among researchers. Cytomine is built by a group of researchers from Montefiore Institute (University of Liège, Belgium) who are developing machine learning algorithms and big data software