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Alarm Fatigue: Medical Device Interoperability for Quiet ICU

Nearly every medical device in modern hospitals is outfitted with an alarm – patient monitors, infusion pumps, ventilators, pulse oximeters, sequential compression devices, beds, and more.

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Prediction Solution for Web Portal Visitors

Auriga developed a solution analyzing visitor’s behavior on the web portal and purchase history to predict prospective purchase, increase engagement and boost sales.

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Migrate your business to the cloud following a proven comprehensive roadmap with our easy three-step cloud-provider agnostic approach.

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Overview

Insights

Industries and domains

Our services

Our approach

Embedded software

Enterprise software

Smart technologies

Delivering
OpenVino
Solutions

Get valuable business insights from images, video and text using machine learning and computer vision OpenVino toolkit.

About

Developing high-performance IoT solutions using OpenVino toolkit. Deep learning deployment kit, based on convolutional neural networks, combined with cross-platform flexibility and scalability of Intel® hardware architecture, significantly accelerates AI-workloads and assists business owners in real-time data processing, monitoring, and predictive analytics to drive business operations and enhance customer experience.

Industries

Healthcare
Industrial Automation
Automotive
Marketing and Retail
Agriculture
Security

Increase diagnostics accuracy for early abnormalities detection, reduce unnecessary procedures, improve image processing and health monitoring

Prevent equipment failures, manage assets stock, check assembly faults, control manufacture process

Improve driver’s safety with objects identification, monitor driver’s behavior, manage the fleet or enhance traffic control

Get audience insights with demographic analysis, deliver meaningful visual search results, provide personalized shopping experience

Explore crops wellbeing, control weeds, detect soil moisture or implement robotic-based harvesting

Create secure experience with verified face recognition and video surveillance activity detection

Services

Acquiring datasets
Acquiring datasets
Labeling objects
Labeling objects
Training neural networks
Training neural networks
Data augmentation
Data augmentation
Predictive modeling
Predictive modeling

Why Choose Auriga

Computer vision
Hardware adepts
AI experts
Intel-powered

Image processing, video objects detection, face recognition

With OpenVino, a framework mostly designed for convolution neural networks and deep learning inference, optimized for several Intel computational platforms, our engineers are ready to tackle any customer’s challenge.

Hardware and embedded development adepts

Machine Learning requires immense computational resources. Benefit from 30+ years of hardware and embedded software development experience for an array of clients varying from technology software and hardware vendors, medical device, automotive, equipment manufacturers to telecom and service providers.

Machine Learning and AI-enhanced experience

Machine Learning Algorithms require extensive amount of training data. Training data may need to be organized, tagged and labeled. The data can be biased. We are experts in addressing, processing and managing all related tasks and issues.

Intel tech stack early adopters

Auriga’s engineers got profound experience with Intel© technologies adopting new cutting-edge platforms as soon as they reach the market. For example, we were one of the first companies to develop mobile solutions using Intel INDE featured at SF IDF forum.

Recent Projects

The CNC milling machine is drilling the sample gear part in modern manufacturing process.

Optical Recognition System For Warehouse Operations

AI Machine Learning
Large semi-trucks manufacturer tasked Auriga to develop an optical recognition system for components to automate orders fulfillment, receipt or shipment of goods, inventory check, etc.
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Glass slides in the laboratory

Automated Mapping Tool For Biopsy Plates

AI Machine Learning
EU-based manufacturer of scanning digital microscopes tasked Auriga with development of an automated tool for biopsy plates mapping to improve time-response, reduce lab workload and errors, and contribute to better patient care.
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Engineer touch screen control robot the production of factory parts engine manufacturing industry robots and mechanical arm

Production Line Anomaly Detection Module

AI Machine Learning
A major industrial components manufacturer entrusted Auriga with modernization of the legacy anomaly detection system that sorts out defective parts on the production line.
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Security camera monitoring outdoor car park.

Image Identification Surveillance System

AI Machine Learning
A U.S. technological start-up specializing in security and video surveillance enterprise solutions tasked Auriga with developing autonomous module to identify vehicles on office parking areas to check available slots, detect traffic violation and generate smart events for security service.
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Head x-ray, brain in MRI

Medical Images Recognition Solution

AI Machine Learning Medical Devices
An EU-based manufacturer of smart medical devices contracted Auriga’s data science team to R&D new medical image analysis algorithms to assist with automated detection of certain patterns in tissue images.
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Construction software development

Optical Deviation Detection System

Machine Learning
A global construction industry leader asked Auriga to conduct research and development for a new system to monitor the integrity of building structures (anchorage loosening detection) in remote and seismic/landslide activeу zones (bridge pillars, tunnel constructions, power lines structures, etc.).
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Embedded software testing

ML and DL Libraries Performance Optimization

Data Science Machine Learning
A US-based semiconductor company asked Auriga to analyze and optimize Machine Learning and Deep Learning libraries’ performance on new processors.
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Planning System

BI for Energy Efficiency Solution

Data Science Machine Learning
US-based energy efficiency solutions provider tasked Auriga to develop the data model and Amazon-based storage for the enterprise-wide BI system data.
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R&D laboratory

Arrhythmia Detection Service

Data Science Digital Health Interoperability Machine Learning
Auriga developed web services for distributed monitoring and processing of data generated by wearable Holster EKG devices.
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Machine learning

Drone Software for a Smart Agriculture Project

Data Science IoT Machine Learning
Auriga developed a drone software utility to monitor the condition of trees in an apple garden as a part of a big smart agriculture project.
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Digital transformation, IoT

Objects Identification Automated System

Automotive Data Science Machine Learning
A US-based leader in innovative technology solutions engaged Auriga to create an automated objects labelling and identification tool.
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View All

Technologies

Deep Learning Inference

Intel CPU

Intel FPGA

Intel OpenVINO

Intel® Movidius™ Neural Compute Stick

Intel® Neural Compute Stick 2

Intel® Media SDK

OpenCV

OpenCL

Related Frameworks

Google TensorFlow

MXNet (Apache)

Caffe2

Torch

Insights

Machine Learning Becomes Easier and Faster with OpenVINO

Machine Learning technology
Not long ago, machine learning was mainly the subject of complex scientific articles; today, it plays a key role in solving routine tasks in many…
Machine Learning

3 Questions You Always Wanted to Ask about Machine Learning

Machine learning
The cognitive and automation technologies behind artificial intelligence (AI) are quietly reshaping the world. Machine learning, deep learning, neural networks, biometrics, natural language processing, Big…
AI Data Science Machine Learning
Learn more

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