Real-Time Suspicious Activity Detection

Highly trained Vision-AI models to detect suspicious activities

Visionify’s computer vision solution can help with real-time, accurate, and proactive suspicion detection

    • Seamless Integration
    • Identify and detect suspicious activities, abnormalities and behavioral patterns in real-time
    • Monitor crowds, check anomalies, risks, and violations
    • Live monitoring and instant alerts upon activity detection/object classification

Core Functionalities

Become lightning-fast and proactive in suspicion detection with our highly trained computer vision models

Unmatched accuracy

Trained and Tested to give the best results. Our AI systems detect PPE with an accuracy of 99%, minimizing false-positives and false-negatives

Lightning Fast Response Time

Ultra-fast Processing for real-time inference results and feedback (~30 frames per second processing) with custom telemetry, inference results

custom integration
Custom Integrations

Our custom dashboards and real-time notification systems can be tailored to your needs, be it simple dashboards or complex ERP systems

Scalability and Instant Deployment

Our pre-trained/custom models can be deployed instantly and are camera independent. They can be pre-installed with existing cameras

multiple channels
Multiple channels for notifications

Employee Role-based notifications and alerts through different omni channels like emails, messages, custom alert systems, etc

Pre-Processing and Privacy by Design

Our Pre-processing enhances Image quality before further analysis While maintaining data privacy by blurring out faces and sensitive information

Use Cases

Our advanced Vision AI solutions can be implemented to identify and prevent all sorts of suspicious activities

Firearm/Knife Detection

The firearm Detection model identifies the presence of firearms and knives. Upon weapon identification, the system triggers alarms and notifies security personnel and authorities about the incident.

firearm detection
Loitering detection

Loitering Detection

Visionify’s Loitering Detection model generates alerts based on the movement of objects and persons. It can count loiters, detect line crossing, identify suspicions, resolve queues, etc.

Aggression Detection

Our analytics software detects sound patterns related to compulsion, anger, verbal aggression, or fear and alerts the security personnel so the physical or verbal aggression can be prevented.

aggression detection

Solicitation Detection

Identify solicitation activities that give undue advantage to other competitors. Our solicitation detection model integrated with your cameras can ensure minimal solicitation and distribution.

Theft Detection

Make your workplace or stores theft-proof by installing surveillance cameras equipped with smart sensors and connected with AI-analytics. Get real-time alerts in case of theft detection.


Vandalism Detection

Identify people involved in workplace vandalism through our Vision-AI solution. Penalize workers/people involved, take suitable actions, and recover losses, based on available footage.

How it works

Enable always-on monitoring through your existing camera infrastructure and have added peace of mind

Deploy an IoT Hub Service

In your Azure marketplace portal subscription, deploy the hub service or CV solution you’re looking for and fill in the required details; IoT hub name, Resource Group, and Azure subscription details.

Configure Operation Parameters

Create and deploy the Azure Resource Manager (ARM) template (the interface for managing and organizing cloud resources), deployment manifest, zone configuration and install cameras.

Execute the Deployment

After the deployment manifest is complete, execute the deployment on the host computer. View the status of deployment in your Azure IoT hub instance in the portal.


What our customers say

Most Frequent Questions

Activity recognition systems are trained on a vast data set for each scenario. Based on movement in a particular area or a specific manner, these ML-powered solutions are capable of notifying security staff of possible abnormalities, risks, suspicions, and violations.

Our Azure web app lets you easily connect your surveillance camera and access activity detection scenarios as needed. We will deploy our code to your infrastructure with the help of the Azure Resource Manager template.

With Visionify, it is easy to set up the defined area and predetermine what and how users receive alerts. As a result, you will get a detailed insight into various KPIs on your mobile app.

Our ready-to-deploy models can be installed on your system with the help of ARM templates. After this, you can add and customize camera settings per the scenarios. Since our solution works with most consumer and commercial-grade cameras, you’ll likely not have difficulty using our services.

At Visionify, we offer multiple solutions which find their application in several industries. Early fire detection, Leakage detection, Exclusion zone detection, Mobile phone detection, PPE detection, Slip and Fall detection, Smoking and vaping detection are some of the popular solutions organizations across industries implement.

Our object detection solution has three main components i.e., dual properties (object classification and localization), speed for real-time detection, and multiple spatial scales and aspect ratios. 

Our engineers work on various algorithms such as CNN, Yolo v5, Faster R-CNN, Mask-RCNN, Deepsort, etc.

We used multiple tools and frameworks, including Pytorch, Yolov5, Tensorflow, and many more, as per the project requirement.

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Missing Fire Extinguisher

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Missing Fire Extinguisher

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Missing Fire Extinguisher

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