Featured whitepaper

Ensure Medical Device Interoperability with Hospitals’ Legacy Systems

Hospital operators and medical device manufacturers in Europe, the U.S., Canada, and Japan are adopting the new IEEE 11073 SDC (service-oriented device connectivity) standard allowing the transmission of data between medical devices

Download for free ›

Auriga Success Story

Development and support of applications stack for the new ARM-based processors

A semiconductor manufacturer sought Auriga's assistance in creating firmware and drivers for a one-of-a-kind, inventive processor. Download a case study and learn how our client reduced time-to-market one year earlier than planned and gained recognition within the Linux community.

Download case ›

Featured news

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.

Read more ›

Embedded software

Enterprise software

Smart technologies

Industries and domains

Our services

Our approach

Overview

Insights

Case studies
Drone Software for a Smart Agriculture Project
Case studies

Drone Software for a Smart Agriculture Project

Data Science
IoT
Machine Learning
Case studies
Scope

A worldwide recognized leader in semiconductor industry tasked Auriga to develop a drone software utility to monitor the condition of trees in an apple garden as a part of a big smart agriculture project.

Projects Highlights
  • Dataflow programming using TensorFlow.
  • SSD-mobilenet neural network deployment.
  • Instant data calculations on video card algorithms developed.
  • Manual and semi-automated objects identification and labelling for machine learning.
  • Augmentation for deep learning implemented.
  • Data formatting for neural network.
  • GUI developed and tested.
Achieved Benefits
  • Data calculations on video card were boosted up to 4x times.
  • Enhanced machine learning and deep learning algorithms, increased objects DB significantly.
  • Developed all set of tools to be used by end-user and simplified GUI of the application.
Technologies
Linux
Python
TensorFlow SSD-mobilenet
CUDA
cuDNN

Most relevant cases

Fire Alarm Management System

Fire Alarm Management System
Data Science Enterprise IoT Test Automation UI/UX
A multinational leader in HVAC equipment for buildings contracted Auriga to develop an intelligent fire detection and alarm monitoring system to be used in residential and industrial environment.
See more
Optical Recognition System For Warehouse Operations

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.
See more
Automated Mapping Tool For Biopsy Plates

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.
See more
Production Line Anomaly Detection Module

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.
See more
Image Identification Surveillance System

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.
See more
Medical Images Recognition Solution

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.
See more
Optical Deviation Detection System

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.).
See more
ML and DL Libraries Performance Optimization

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.
See more
Enterprise Network Traffic Analysis Tool

Enterprise Network Traffic Analysis Tool
Cloud Solutions Cybersecurity Data Science Data Visualization Enterprise Web Applications
Auriga developed an Amazon AWS compatible tool with enriched GUI for enterprise Big Data network traffic analysis.
See more
Image Recognition System

Image Recognition System
Architecture Design Cloud Solutions Data Science
An innovative start-up specializing in mobile and AR apps development tasked Auriga to develop an image recognition system.
See more
BI for Energy Efficiency Solution

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.
See more
Arrhythmia Detection Service

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.
See more
Delivery Price Calculator Core System

Delivery Price Calculator Core System
Data Science Test Automation Testing
An international express delivery service tasked Auriga to develop a system core for fast and precise delivery calculations.
See more
Construction Power Tools Connectivity Application

Construction Power Tools Connectivity Application
Enterprise IoT Mobile
Auriga’s team developed a connectivity mobile app for a set of handheld power tools to identify, track and monitor their status.
See more
Drone Software for a Smart Agriculture Project

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.
See more
Automated Assets Risk Management System

Automated Assets Risk Management System
Data Science Data Visualization IoT
A manufacturer of diagnostic equipment and software for energy industry hired Auriga to modify the legacy asset risk management system.
See more
Remote Patient Care System

Remote Patient Care System
Architecture Design Data Science Digital Health IoT
Auriga developed an automated system of remote data gathering and analysis to reveal and prevent serious disease on early stages.
See more
Remote Cardio Monitoring System

Remote Cardio Monitoring System
Data Science Digital Health Enterprise IoT Mobile Web Applications
Medical solutions provider tasked Auriga to develop a remote cardiac monitoring system.
See more
Network Connection Module

Network Connection Module
IoT Medical Devices Prototyping
Auriga was tasked with R&D and fully-functional prototype design of the network connection module to be used in high-paced hospital environment.
See more
Wireless On-Board Diagnostics Device Update

Wireless On-Board Diagnostics Device Update
Automotive IoT
Auriga provided enhancement for device aimed at wireless collection of various data from a large fleet vehicle line-up for analysis and dealership service maintenance.
See more
Vehicle Diagnostics System Enhancement

Vehicle Diagnostics System Enhancement
IoT Prototyping
Auriga developed and implemented a solution enabling remote wireless centralized updates of the firmware and software installed on the vehicle ECU and its components.
See more
Vehicle Connectivity Enhancement

Vehicle Connectivity Enhancement
IoT
Auriga developed Bluetooth connectivity to provide secure wireless access for vehicle diagnostics software to CAN bus via especial daemon the ARM-based vehicle diagnostics device.
See more
Objects Identification Automated System

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.
See more