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Video data becomes actionable insight

Deep video
analytics platform

Cameras, events, alerts, and analytics in one workspace. Deep integration with adjacent services and systems.

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DEEPVIZOR / WORKSPACE

The interactive workspace is designed for a desktop browser.

Detector library

Ready-to-use analytics:

people, vehicle, and object detection

30+detectors
All analytics ↗
01 / 30
Product

Video data.
Real-world action.

Cameras capture. Deepvizor identifies the event. Your team sees the context, while connected equipment follows the configured response.

01 / VIDEO

Spot what matters

Detectors identify the events you define: a missing hard hat, a line crossing or smoke in the frame.

02 / CONTEXT

Understand the situation

Camera, time and video clip in one event stream. An operator reviews the event and routes it to the responsible team.

03 / ACTION

Respond on site

A configured workflow activates a voice warning, signal light or relay output.

04 / NOTIFICATIONS

Deliver events where they matter

Email, any messenger and enterprise systems through JSON API. Connect the channels your team uses and route events to the right people.

05 / ADMINISTRATION

One login. All devices.

Open the dashboard on one Deepvizor device and manage the others from there. Multiple devices, one administration interface.

Move over the frame to discover six incidents: no safety helmet, person lying down, smoking, phone use, a person under a suspended load, and smoke. The floating card shows a sharp crop of the selected incident. Drag to draw an area. Click or Enter to pin or release. Arrow keys move the focus, 1–6 select an incident, Escape resets.
[ Questions & answers ]

From an event
to a response.

Do we need to replace existing cameras?

We start with available RTSP streams. Your camera and recorder connections are checked before deployment.

Where is video processed?

On your site, using a microserver or AI server. The configuration is selected for your camera count and analysis tasks.

What happens after detection?

An event includes the camera, time and video clip. The agreed workflow then notifies the team or triggers connected equipment.

Where can we send notifications?

To email, any messenger and enterprise systems through JSON API. We configure recipients and channel integrations to fit your workflow.

How do we manage multiple devices?

Sign in to the dashboard on one Deepvizor device. Manage other connected devices from there, without opening a separate dashboard for each one.

Can we connect relays and an IP speaker?

A relay sends a signal to a siren, indicator or controller. An IP speaker plays a warning. Interfaces and commands are checked for the selected models.

Does an operator need to approve every alert?

The response is defined for the task: an automatic warning or an action after operator review. Rules and permitted workflows are agreed during the pilot.

Can we use sensor data?

Sensors connect through supported inputs, adapters or gateways. Connectivity and data use are agreed for the specific equipment.

How do we reduce unwanted alerts?

We configure zones, schedules and event conditions. Missed events and false alerts are checked against real video before refining the rules.

How do we start?

Choose one task and a few cameras. The pilot checks the complete chain: detection, event delivery, notification and the connected device.

Discuss your use case ↗
[ How it works ]

Existing cameras.
New capabilities.

Deepvizor adds artificial intelligence to your video surveillance system. Cameras keep recording while AI identifies objects, detects configured events and helps your team respond in time.

01

Connect your existing cameras

Use streams from your current surveillance system. Add Deepvizor compute hardware on site, without replacing cameras across the facility.

02

AI recognizes objects

Identify people, vehicles and other objects relevant to your task. Detectors analyze visual content, rather than just changes between frames.

03

Turn movement into an event

A sequence of frames helps identify line crossing, actions or prolonged presence in a zone. Zones, timing and conditions define your scenario.

04

Give your team a signal to act

An event frame and context are available to the operator. Notifications reach the right channels; configured rules can trigger a warning or a relay output.

Video analytics in action

Every camera can do more.

People, vehicles, and work zones stay within the system's view.

Warehouse safety
Warehouse safety
PPE compliance
PPE compliance
Perimeter protection
Perimeter protection
Traffic flow
Traffic flow
Clear evacuation routes
Clear evacuation routes
Technical zone monitoring
Technical zone monitoring
Video analytics use case illustrations
[ Compatibility ]

Your infrastructure.
One connected workflow.

Cameras and peripherals in one event chain. Notifications to email, any messenger and enterprise systems through JSON API. Deepvizor devices managed from one dashboard.

Discuss integration ↗
Hikvision
Dahua Technology
Tiandy
Axis Communications
RVI
HiWatch
01 / DATA

JSON API

Integrate Deepvizor with any enterprise system through JSON API. Send events and analysis results into your operational workflows.

Enterprise systems
02 / EVENTS

Notifications

Send events to email and any messenger. Connect JSON API and Webhook for external workflows.

Email · messengers · Webhook
03 / NETWORK

Ethernet / PoE

The local network connects compute and network devices. The selected IP speaker receives power over PoE.

Local infrastructure
04 / OUTPUTS

Relays and dry contacts

Send a signal to a siren, light indicator or controller input through independent relay contacts.

DV-RL-02 / DV-RL-04
05 / BUS

RS-485

Connect relays, controllers and sensors through a supported bus, adapter or gateway. The protocol is agreed for the device.

Controllers and gateways
06 / VOICE

IP notification

Play a warning in the required zone. Playback commands and speaker compatibility are checked during integration.

DV-SP-01
[ Business use cases ]

Less footage review.
More control.

Use cases that support teams in daily operations.

01 / PEOPLE

Personnel safety

Monitor PPE, falls, and unsafe behavior. Route events to the responsible person with the frame and trigger time.

 02 / PROCESSES

Work zone monitoring

Track presence in a zone and time away from a workstation. Set allowed absence time for each process.

 03 / SITE

Perimeter protection

Define restricted zones and crossing lines. Receive intrusion alerts and verify them using the related video.

 04 / LOGISTICS

On-site traffic

Monitor movement, congestion, and parking. Use events to investigate situations at entrances and across the site.

 05 / EVENTS

Incident review

Filter alerts by camera, time period, and event type. Reconstruct incidents without reviewing the entire archive.

 06 / MONITORING

Camera health monitoring

Detect displacement and blocked views. Maintain monitoring quality across individual sites and distributed networks.
[ Hardware ]

Compute.
At your site.

From four cameras to server infrastructure. Microservers and AI servers for local Deepvizor video analytics.

Explore the hardware catalog
Deepvizor journal

Articles

Explore the blog ↗
  1. OV-DEIM: original LVIS zero-shot detection examples
    01 / OPEN-VOCABULARY DETECTION / OV-DEIM

    Finding objects with text: how OV-DEIM works

    Beyond a fixed class list: how OV-DEIM links images with text, including experiments on rare categories.

    · 8 min read · Read article
  2. EdgeCrafter: ECViT and ECDet architecture
    02 / EDGE INTELLIGENCE / EDGECRAFTER

    Video analytics at the edge: the EdgeCrafter study

    Transferring knowledge from a large model to a compact one. EdgeCrafter’s three training stages, three vision tasks and COCO results.

    · 7 min read · Read article
  3. DEIMv2: DINOv3 features and spatial tuning adapter
    03 / REAL-TIME DETECTION / DEIMv2

    Real-time object detection: DEIMv2 meets DINOv3

    Bringing foundation-model features to fast detection. DEIMv2 architecture, its spatial tuning adapter and COCO results.

    · 7 min read · Read article
  4. GTR-X semantic segmentation: input image, prediction and ground truth
    04 / SEGMENTATION / GTR

    Image segmentation in video analytics: the GTR method

    AI can assign pixels to objects and scene regions. GTR explores how detailed visual understanding can be combined with efficient processing.

    · 9 min read · Read article
  5. FT-FSOD hybrid ensemble decoder
    05 / DETECTOR ADAPTATION / FT-FSOD

    Training an object detector from a few examples: FT-FSOD

    Adapting recognition to a new factory or object category with limited annotations. The FT-FSOD method and how to evaluate its transfer.

    · 9 min read · Read article
RTSP / ONVIF ✳ API ✳ Webhook ✳ VMS ✳ ACS ✳ ERP
FIRST STEP

See Deepvizor
on your use case.

Demo, pilot, and detector selection tailored to your site.

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