Product detail

Methods for advanced traffic analysis in cloud

ŠPAŇHEL, J. HEROUT, A.

Product type

software

Abstract

Traffic analysis software in the cloud, created within the MV SECTECH project - Safe and Secure Traffic Systems of New Generation (VB01000048).  The web application for processing traffic data in the cloud offers an interface (REST API) for the task of re-identification of vehicles based on visual characteristics (appearance) of the vehicle in the image, together with the actual implementation of the developed methods.  This framework, based on Flask, RabbitMQ, Redis, Celery techniques, offers distributed traffic data processing capabilities, including computation of convolutional neural network models for extracting identification feautres using ONNX runtime. The developed web application offers the possibility of extending to other traffic analysis tasks for further development of the project.

Keywords

vehicle re-identification; convolutional neural network; feature extraction; cloud processing

Create date

7. 12. 2022

Location

https://git.fit.vutbr.cz/SSTS-NG/TrafficAnalysis-cloud

Possibilities of use

K využití výsledku jiným subjektem je vždy nutné nabytí licence

Licence fee

Poskytovatel licence na výsledek požaduje licenční poplatek

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