murmr.ai
Capturing, evaluating, alerting ... managing.
murmur.ai being successfull in an outdoor environment counting a very lightly crowded area. Minimal impact on the inference time as the lighting condition changes. Training is ongoing and the model can be continuously improved on.
murmr.ai can be trained to identify and count objects. In this case cars, however; it can also be extended to capture and count wheelchairs, ground equipment, animals …
murmr.ai can produce heatmaps for any source being used. This allows the end users to examine footfall profiles and look at both strategic and operational insights.
murmr.ai provides the ability to define regions of interest in the source under consideration.
Take advantage of the following features.
murmr.ai uses the same framework to identify and count people and animals.
murmr.ai can count objects including vehicles, ground equiment that require monitoring.
murmr.ai works in every environment (indoors, outdoors) and is able to focus on specific areas regions of interest.
murmr.ai can use and process multiple existing and/or commercial video sources.
murmr.ai has a number of alerting options suitable to every environment.
murmr.ai is able to extend its alterting capability as well as integrate with bespoke and commercial systems.
We have adapted murmr.ai to work under a number of different environments and under a number of different lighting conditions. With the appropriate initial training and ongoing improvements to the model we have arrived at a flexible framework that will work in your environment. Taking it further, our interface allows the user to identify a specific area of interest from the video source and have murmr.ai provide information solely for that region. In fact, a number of regions of interest may be outlined to provide more granular information gathering. Social Distancing can be monitored with this approach and this is currently being tested.
murmr.ai combines the ability to count the number of objects from source with a robust alerting mechanism. This enables murmr.ai to not only be a valuable tool for planning but an essential tool for operational management. murmr.ai has the ability to alert through a number of social platforms based on preconfigured rules. Similarly, murmr.ai can deliver data through based on a number of delivery approaches to internal systems as well as commerical packages. This allows murmr.ai to become an integral part of the data gathering platform with the ability to alert the team, the company or the public.
murmr.ai continuously captures and processes information from the video sources. The frequency of capture can be adjusted accordingly for environments with least or most activity. All information captured is anonymous and the image data can be discarded and the information inferred retained. Depending on the requirement, murmr.ai can be resourced to infer in realtime.
murmr.ai allows all sources to be monitored simultaneously and crowd numbers to be extracted (anonymously). The count profile of the subjects being monitored, can be analysed (and recorde for planning and forecasting purposes. Similary video data can also be retained for visual inspection of patterns. murmr.ai has the ability to compare profiles at different times to visually determine discrepancies or seasonal shifts in patterns. Additionally, information can be extracted in order for further external analysis to take place.
murmr.ai when birds (and perhaps specifically starlings) gather and fly in swooping, intricate and curiously coordinated patterns across the sky. As part of our research we sometimes identified with these images and patterns in our data. In nature, this phenomenom still holds secrets that are yet to be uncovered. In your environment, however; some secrets can be revealed with murmr.ai
Flexibility in delivery.
murmr.ai's developed application that is regularly updated and fully supported. Suitable for those that need an end to end solution.
murmr.ai's managed enviroment that delivers source information and data to end user applications. Suitable for environments with existing BI systems ready to ingest data.
Access to murmr.ai's managed suite of APIs, allowing full integration with internal systems. Suitable for environments that need to have granular access and control of source data (including historical) and inference information.
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