
Remark Solutions for
Public Security
Remark provides advanced cameras and artificial intelligence technologies to
assure public safety in real-time.

Remark Public Security Solution Features
Face ID
High Accuracy
- High detection accuracy against a variety of scales, poses, occlusions and illuminations
Efficiency
- Our optimisation methodologies reduce the model size to improve the speed and hardware requirement.
- Model can be deployed on various hardware platforms: GPU/CPU, cloud/edge.
- Minimises the need for large amounts of data collection and annotation by using game engine/3D rendering tools to generate synthetic face masks
Effective Cost
- Our training and annotation platform can assist in the development of tailored models to increase performance in complex environments
People Appearance Search
- Various pedestrian tracking and inference.
- Gender search: Male / Female
- Age search: Young / Middle-Age / Senior
- Outfit search: Upper / Lower Body Wearing: White / Black / Red / Others
Violence & Running Detection
- Pedestrian detection and tracking integrates seamlessly with network cameras
- Real-time alerts to on-duty personnel to prompt immediate action to avoid potential injuries
- Fast reaction for on-site help to maintain public safety, reduce medical costs and protect lives
Unattended & Dropped Baggage Monitoring
- Baggage alerts generated when:
- - A bag is left unattended by its owner,
- - It is stolen by another pedestrian
- - Objects are removed.

Fall Down Detection
- 3D pose tracking is used on network cameras to detect pedestrian falls
- Real-time alerts to staffs on duty to provide immediate on-site assistance if needed
Remark AI will help create a more secure
People Counting
- Counting traffic flow of people through entrance/exit points
- Realtime monitoring of people volume within a room/building
- If group gathering rules are broken, alerts are triggered
- People flow analysis.
Virtual Fence
- Monitors restricted areas by using a Virtual Fence
- Animals, intruders or vehicles can trigger alerts
- AI sensors are used for intelligent judgment to identify suspicious behaviors, i.e, climbing and destroying the fence
- Deep learning identifies a suspicious intruder's behaviour, attitude, and posture to determine whether a serious intrusion attempt has occurred
Loitering
- Setup loitering alerts in public places to help prevent thefts, crimes, lost items, and terrorism
- Intelligent cameras monitor areas in real time, identifying suspicious people wandering around relevant areas

Face + Pedestrian Appearance Tracking and Recognition
Multi-Channel
- Face Recognition
- Pedestrian Recognition
Multi-Camera
- Track with a range of cameras with different angles and locations
- Tracking even when the face is not visible