Risk detection and mitigation in complex physical environments
- Real time analysis videos
- Based on the most advanced machine learning tecniques (SophyAI)
- Management of “virtually unlimited” cameras
Safety issues
Safety issues in industrial settings have great social and business costs
*source https://www.osha.gov/dsg/injuryillnessPreventionProgramsWhitePaper.html
Video Analytics architecture
A fully integrated solution with sensors (e.g. cameras or devices)
- Detect the event present in the scene
- Localise it in a digital twin of the site
- Inform a workflow system
SophyAI algoritms
classification/identification/volume/estimation/counting/tracking/object status/localisation
Privacy proven scenario digitization
The sophyAI inference to understand the scenario
- Inference module receives camera streaming; it supports 24 different algorithms
- The algorithms produce metadata and transmit using broker MQTT/KAFKA to localisation module
- GDPR compliant, images are not stored
Original image from camera stream
Map scenario: visualise all meta data together by Geoindex from camera, IoT and smart device
SophyAI user configuration & interface
- 3D simulator to configure SophyAI before installation in a real environment: simplification of cost evaluation and final configuration. After configuration, configurator can be used for 3D frontend in mobile and web configuration
- Map scenario visualisation and object representation in the area
- Smart device for simple interaction with SophyAI
- Visual workflow configuration tools for a simple customisation of the system in different user environments
SophyAI installation
Easy to install at a client site, designed to be scalable
Privacy
When using cameras, people privacy is a big issue
Workers on the job have specific rights. GDPR in Europe has tight guidelines. SophyAI is designed to comply with all that
Key risk indicator
Providing a key risk indicator to monitor security performance over time
