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SED Edge Edition: Embedded AI on Axis (ACAP), Hikvision (HEOP) & Hanwha (Wisenet 9)

The Sound Event Detector (SED) integrated on the edge transforms standard IP cameras, smart city controllers, and IoT devices into intelligent acoustic sentinels by running deep learning audio models on-device.
SED Edge Edition: Embedded AI on Axis (ACAP), Hikvision (HEOP) & Hanwha (Wisenet 9)

The Sound Event Detector (SED) integrated on the edge in supported equipment transforms standard IP security cameras, smart city controllers, and IoT devices into intelligent acoustic sentinels by running advanced deep learning audio classification models directly on the device's internal processing chip (SoC / NPU)—eliminating the need for external server boxes, cloud bandwidth, or dedicated hardware appliances.

Supported Edge & Camera Platforms

1. Axis Communications — ACAP Platform

Runs natively as an ACAP v3 / ACAP v4 package on Axis ARTPEC-6, ARTPEC-7, ARTPEC-8, and ARTPEC-9 processors (armv7hf & aarch64 architectures with firmware ≥ 10.10). Features dynamic event management (VAPIX/DEM), ONVIF Profile S/M metadata streams, and automated PTZ camera slewing.

2. Hikvision — HEOP 2.0 Platform

Fully certified HEOP (Hikvision Embedded Open Platform) 2.0 application running on Hikvision G5, G7, and H13 chip series. Uses on-device 32 kHz PCM audio processing, local background noise adaptation, and encrypted event forwarding directly into HikCentral or VMS platforms.

3. Hanwha Vision — Wisenet 9 & Multi-Generation Open Platforms

Native support for Hanwha's latest flagship Wisenet 9 AI chipset platform, executing multi-class acoustic classification in <5 seconds. Older Hanwha chip generations and specialized variants can also be adapted and supported upon project request.

Universal VMS & C2 Forwarding

Whether running on Axis, Hikvision, or Hanwha edge equipment, detected acoustic events (gunshots, aggression screams, glass breaking, drones, sirens, grinders, aerosol spraying) are instantly forwarded using open industry standards: ONVIF Profile S & M, SAPIENT (NATO STANREC 4869), SIA DC-09, REST API, and MQTT. Integrates seamlessly into Milestone XProtect, Genetec Security Center, Hanwha WAVE, Bosch BVMS, Avigilon, Geutebrück, Ateas, iVISEC, LATIS, DroneGuard, and KISS Svolávač.

Custom Edge Platforms & Project Inquiries

Have a specific camera model, custom SoC, or previous hardware generation? Our engineering team actively adapts and compiles the SED neural engine for dedicated customer projects.

support [at] jalud-embedded.com" style="display: inline-flex; align-items: center; gap: 6px; font-weight: 800; color: #1d4ed8; text-decoration: underline;">Contact us at support [at] jalud-embedded.com for device qualification and deployment guides →
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