Data and AI for Connected Smart Cameras

spaCy

NLP

Python

NoSQL

ElasticSearch

AWS Services

BERT

Challenges

Large number of events generated by the smart cameras
Cameras required detailed device management
Managing timeseries and CVR capabilities and Playback
Providing a powerful search platform to the user with milliseconds latency

Solutions

Implemented streaming solution to retrieve large number of events real time from cameras
Indexed events to provide search capabilities using ELK stack
Implemented time series DB solution to provide search capabilities
Implemented smart search solution using Natural Language Processing
Implemented NoSQL DB solution for faster retrieval to achieve milliseconds latency

Benefits

Achieved milliseconds latency to retrieve events analytics from millions of device events
Data analytics capabilities to capture security and operational metrics
Smart search to search historical as well as real time events
Alerts and notification for suspicious events for security