Case studies

Optical Recognition System For Warehouse Operations

Scope

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.

Projects Highlights

Minimal HW requirements.
ERP system integration.
Automated online monitoring, of the scene and objects, intuitive layout grid display for the operator.
A dedicated tool for uploading components models to DB developed.
GUI developed.
System to monitor, control and notify user in case of deviation from the model (recognition or identification failure, missing DB description, etc).

Achieved Benefits

Significant reduce the cycle of order fulfillment, packaging weight, calculating items amount, based on the overall weight.
Automated generation of supporting documentation.
10К+ components catalogue, DB spread-out (components IDs, weight, image, data for recognition/identification).
Simplified data entry process for users.
Open source solutions to cut the costs of implementation.

Most relevant cases

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.

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.

A major industrial components manufacturer entrusted Auriga with modernization of the legacy anomaly detection system that sorts out defective parts on the production line.

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.

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.

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.).

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

US-based energy efficiency solutions provider tasked Auriga to develop the data model and Amazon-based storage for the enterprise-wide BI system data.