Data Intelligence and Automation
Computer vision solutions help organisations analyse images and video and turn visual observations into reviewable information. Applications include recorded-video analysis, image classification and visual inspection, with the use case, evaluation data and operating limits defined before deployment.
These scenarios illustrate solutions that can be tailored to client data and the agreed scope.
The SCVD demonstration analyses an uploaded video, classifies temporal segments and prepares a log of candidate events and timestamps. It supports human review; the current model does not ingest live streams or identify an aggressor or establish personal responsibility.
Solutions may be developed to classify product images by defects or categorise land imagery. These proposed applications require representative data and separate pilots; they are not demonstrated capabilities of the CCTV model.
Pilot model, review interface, output clips or images, evaluation report and documented operating limits.
Detection performance on client data, false-alert rate, missed events and processing time. Targets are agreed after measuring the baseline.
The report summarises classifications and timestamps of candidate events in an uploaded video. It directs a reviewer to relevant segments for contextual visual inspection.
Adaptation begins by defining the use case, data and permissions, followed by a limited pilot and output review with the client team. Operating scope, support and integrations are agreed after pilot acceptance.
Reference project Smart-City_CCTV_Violence_Detection
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