Abstract: An integrated security management system is provided. The system includes an application server and a plurality of sensors deployed in a geographical area. The application server receives first sensor data from the plurality of sensors and provide to a trained classification model as input and detects a security alert based on output thereof. The application server determines a patrol route that encompasses a location of security alert and transmits a surveillance request to electronic device of a security operator to patrol the patrol route and identifies one or more sensors that covers the location of the security alert and receives second sensor data therefrom based on location of the electronic device being same as location of the security alert. The application server further re-trains the classification model based on the second sensor data when feedback received from the electronic device indicates the security alert to be a false positive.

Abstract: An integrated security management system is provided. The system includes an application server and a plurality of sensors deployed in a geographical area. The application server receives first sensor data from the plurality of sensors and provide to a trained classification model as input and detects a security alert based on output thereof. The application server determines a patrol route that encompasses a location of security alert and transmits a surveillance request to electronic device of a security operator to patrol the patrol route and identifies one or more sensors that covers the location of the security alert and receives second sensor data therefrom based on location of the electronic device being same as location of the security alert. The application server further re-trains the classification model based on the second sensor data when feedback received from the electronic device indicates the security alert to be a false positive.

Abstract: Methods and systems for assisting a driver of a vehicle traversing on a route are provided. Sensor and image data are received from each vehicle associated with the route. The sensor and image data are processed to generate driving-assisting features. Environmental and fleet data associated with the route are further retrieved from data sources. The environmental and fleet data are further processed to generate driving-assisting features. A warning message is generated based on the driving-assisting features. The warning message is communicated to each driver for facilitating driving-assistance in real-time.

Abstract: Methods and systems for assisting a driver of a vehicle traversing on a route are provided. Sensor and image data are received from each vehicle associated with the route. The sensor and image data are processed to generate driving-assisting features. Environmental and fleet data associated with the route are further retrieved from data sources. The environmental and fleet data are further processed to generate driving-assisting features. A warning message is generated based on the driving-assisting features. The warning message is communicated to each driver for facilitating driving-assistance in real-time.