End-to-end public safety software development

Oxagile builds custom public safety and surveillance software for real-time threat detection, face and object recognition, and anomaly analysis. Powered by video engineering experience dating back to 2005, our systems process video at up to 1ms per frame and detect weapons and gunshots across unlimited cameras. Available for edge, cloud, or hybrid deployment.

Police and law enforcement

Citizen threat score calculation
Proactive forensic search
Immigration control

Fire and EMS

Fire and smoke detection
Proactive public health emergency management
GIS-enabled community risk monitoring

Urban surveillance

Smart traffic and pedestrian monitoring
Infrastructure security management
Real-time vandalism detection
Event venue security and crowd control

Home surveillance

Unauthorized access detection
Intruder recognition and classification
Smart remote controls
Configurable real-time mobile alerts

Intelligent video for industrial and public sectors

AI-powered computer vision industrial applications help monitor processes, detect anomalies, and maintain safety and quality standards in real time.

Public safety
Empowering situational awareness and oversight
AI-driven video analytics transform surveillance, monitoring, and evidence management. These solutions utilize object and face recognition, automated redaction, and intelligent tracking to strengthen security, accelerate investigations, and boost productivity across public and private sectors.
Manufacturing
Elevating production visibility and workflow precision
AI-powered video and IoT analytics provide real-time insights into production processes, detect deviations, and maintain factory-floor safety. Smart surveillance and automated quality inspection help cut errors, improve accuracy, and support data-driven operational decisions.
Workplace safety
Safeguarding employees and customers through intelligent monitoring
Computer vision and AI-assisted video analytics monitor compliance with workplace safety protocols and guidelines in real time. Combining facial recognition, thermal imaging, and object tracking, such solutions help organizations maintain secure, efficient, and well-regulated environments.
Law enforcement
Delivering secure, compliant, and real-time video streaming
Modern video systems for body-worn, in-vehicle, and stationary cameras enable secure live streaming, transcoding, and playback with full compliance. Powered by microservices and intelligent analytics, they protect data, streamline video management, and strengthen situational awareness.

Addressing your business challenges

Enhancing public safety

Leverage our computer vision expertise for non-intrusive real-time monitoring. Easily detect suspicious individuals, abnormal behavior, vandalism, disaster, and other threats to make the public square a safer place.

Slashing investigation time

Use our cross-domain knowledge to build reliable forensic video solutions. Turn the previously unusable images into hard evidence and easily process it in the critical time period after a crime has been committed.

Eliminating risks

We have the expertise to determine the right automation-vs-manual supervision ratio to ensure 100% accuracy in security-critical settings. Leverage our know-how to rule out risks such as false positives, personally identifiable information leaks, redaction failures, and more.

Automating business processes

Tap into video analytics to perform one- and two-factor authentication. Quickly and accurately recognize individuals entering secure or controlled areas to automate access control, preventing excessive queues.

Unlock the power of CV-fueled public safety solutions

Build a turnkey security system

A leading public safety software development company, we are ready to take up the challenge of any scope and complexity. Drop us a line, and a security expert will get back to you within 24 hours to discuss the details.

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Our computer vision capabilities

Face recognition is one part of the job. Our systems also identify person attributes, track objects, detect anomalies, and analyze the text and audio environment.

Advanced face recognition

Real-time face recognition, identification, verification, and tracking
Face images comparison against a database of persons of interest
Multi-stage face detection to enhance discovery capabilities under challenging conditions
Sophisticated head pose correction for frontal face image generation
Accurate face spoofing and morphing detection
Advanced face image post-processing
Detection of hairstyles, sunglasses, hats, and more
Recognition of face landmarks such as eye color, eyebrow types, nose tip, etc.

Facial recognition

Emotion and distress recognition

Comprehensive facial and vocal signal analysis for more reliable emotion detection
Detection of panic, aggression, stress, and other emotional states
Crowd emotion analysis for early signs of disturbance or danger
Emotional state tracking over time to spot sudden behavioral changes

Emotion recognition

Vehicle detection and identification

Recognition of various vehicle types including cars, bicycles, scooters, ships, and more
Vehicle location detection and tracking
License plate recognition with high-accuracy OCR
Abnormal driving behavior detection
Illicitly parked vehicle monitoring
Comprehensive traffic analysis

Image analysis

Object detection and tracking

High-precision identification and tracking of both static and moving objects
Accurate object tracking despite occlusions, deformation, and complex interactions
Detection and tracking of abandoned objects and their owners, including crowded scenes
Sophisticated weapons recognition
Audio environment analysis (gunshot and explosion detection, etc.)
Comprehensive object profile creation

Object detection

Abnormal behavior detection

Pose estimation and activity analysis
Dominant and rare behavior mapping
Behavior analysis to identify loitering, intrusion, object abandonment, turnstile cheating, etc.
Crowd density and flow analysis
Identification of violence such as pushing, hitting, kicking, and more
Threat and gun violence capture
100% unsupervised anomaly detection

Case in point: Video solutions that enhance workplace safety

Oxagile helped a company maintain a safe environment for employees and customers during COVID-19 by developing a system that provided full visibility into on-site processes through:

Object detection and facial recognition: to verify mask compliance and monitor social distancing.
Face mask classification: to distinguish between correct and incorrect mask use.
Thermal imaging: to measure body temperature with high precision.
Real-time distance tracking: to detect and alert on proximity violations.

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Unmatched accuracy

Image enhancement algorithms that remove background noise and improve matching
Accurate analysis of highly compressed surveillance videos and images
Examining images with resolutions down to 24 pixels between the eyes
The optimal balance of automation and manual efforts for 100% accuracy while eliminating false positives and other risks

Blazing-fast performance

As fast as 1 ms per frame FHD video processing
Highly performant object detection and tracking from an unlimited number of cameras
Sifting through a database of millions of faces to identify a person in real time
Performance-vs-accuracy optimization to maximize efficiency without compromising quality

Under any conditions

Dealing with occlusions and moving objects
Object identification with shaky camera footage and motion blur
Reliable operation despite poor lighting
High accuracy under adverse weather conditions
Accurate detection and identification at various pose and face angles
Efficient object tracking in crowded places
High precision despite varying facial expressions and aging

Profound ML know-how

Representation learning
Zero-shot learning
Meta-learning
Deep reinforcement learning
Active learning
Incremental learning

Manifold learning
Multi-task learning
End-to-end memory networks
Neural Turing machine
Bayesian program learning

Probabilistic programming
Relational reasoning
Automated machine learning
Conditional generation
Matching networks

Prototypical networks
Adaptive neural networks
Statistical learning theory
Analytical learning theory
Interaction networks

Comprehensive tech stack

Programming languages

Python • C • C++

Deep learning and ML frameworks

TensorFlow • TensorFlow Lite • PyTorch • Keras

Computer vision and image processing

OpenCV

Hardware acceleration and performance

CUDA • WebAssembly

Cloud AI and ML platforms

Google Cloud AI • Amazon Machine Learning • Azure Machine Learning

Edge and mobile AI

Core ML • TensorFlow Lite

Visualization and simulation

Unity

More of our public safety work

See how our computer vision team helps organizations detect threats, monitor crowds, and respond to incidents faster with AI-powered visual analysis.

AI video analysis solution for public safety

Next-gen computer vision-based solution

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FAQ

What does an AI-powered public safety surveillance system actually detect?

Oxagile builds public safety systems that detect weapons and gunshots, recognize faces against a watchlist, read license plates, flag abandoned objects, and spot abnormal behavior like loitering, intrusion, or crowd surges, in real time across an unlimited number of cameras. What a given system watches for is scoped to the deployment, from urban surveillance to law enforcement to event venues.

How accurate is computer vision for crowd monitoring and threat detection?

Accuracy depends on the footage and the conditions, which is why Oxagile tunes the automation-versus-manual ratio to each deployment rather than quoting a single headline number. The systems are built to hold up on compressed surveillance video, poor lighting, and crowded scenes, and to keep false positives low in security-critical settings.

How do you choose a vendor for computer vision public safety solutions?

Look for a vendor with real deployed public safety work, not demos: production video experience, handling of occlusion and low-resolution footage, and clear data-privacy and redaction handling. Oxagile has shipped public safety video analysis for law enforcement and workplace safety, under ISO 27001, with the video engineering to back it.

Let’s build a safer world, together

Describe your case, and we'll come back with a frank assessment of what's feasible and what it takes.

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AI-Powered Public Safety and Surveillance Software Development