Hardware · Bait station

Hivora Sense – the digital bait station

Hivora Sense turns the classic wick bait pot into a watchful observation post: a camera module with local edge AI detects relevant activity around the clock – autonomous, data-frugal and even fully offline.

Exploded view of the Hivora Sense bait pot: camera module with local AI, mount, cover and the classic wick bait pot.

What is Hivora Sense?

Continuous monitoring without standing next to it

To keep the Asian hornet in check, you need to know when and where it shows up. Hivora Sense takes over exactly that continuous monitoring at the bait pot: the device documents activity locally, an edge AI separates relevant detections from noise, and the results flow into the Hivora platform in a structured way – instead of scattered phone photos.

What's inside

Camera module

A compact camera module sits right above the bait pot and keeps an eye on activity – day and night, without anyone having to be on site.

Local edge AI

An AI trained specifically on the Asian hornet runs directly on the device and tells relevant detections from noise – with no cloud dependency.

Autonomous monitoring

Hivora Sense observes on its own and only documents what matters. That saves power, storage and the effort of reviewing hundreds of irrelevant images.

Flexible sync

Data is synced via the HornetLog app – conveniently over Wi-Fi or fully offline with an SD card when there's no network in the field.

How it works

From bait pot to shared picture in three steps

1

Set up

Place the bait pot as usual, mount Hivora Sense and switch it on. The classic wick bait pot stays part of the setup.

2

Observe

The camera module observes autonomously, the edge AI detects relevant activity and stores it locally – around the clock.

3

Sync

Pick up the detections with the HornetLog app – over Wi-Fi or SD card – and bring them together into a shared picture on the Hivora platform.

At a glance

Built for the field

Hivora Sense is designed as an open build: reproducible, maintainable and based on robust, readily available components.

Works fully offline too – sync via SD card.
  • Camera module with local edge AI for the Asian hornet
  • Autonomous monitoring around the clock
  • Sync over Wi-Fi or offline via SD card
  • Pairing and data retrieval through the HornetLog app
  • Add-on for the classic wick bait pot – an extension, not a replacement
  • Open build kit with a freely available build guide

Frequently asked questions

Questions about Hivora Sense

What is Hivora Sense?

Hivora Sense is a digital bait station: a camera module with local edge AI that autonomously detects and documents the activity of the Asian hornet (Vespa velutina) at the bait pot around the clock.

How does Hivora Sense work?

Place the bait pot, mount Hivora Sense on top and switch it on. The camera module monitors autonomously, the edge AI separates relevant detections from noise and stores them locally. You collect the detections with the HornetLog app – via Wi-Fi or SD card.

Does Hivora Sense need an internet connection?

No. The AI runs directly on the device; Hivora Sense works completely offline and syncs either via Wi-Fi or offline via SD card.

Does Hivora Sense replace the classic bait pot?

No. Hivora Sense is an add-on for the classic bait pot – an extension, not a replacement.

Can I build Hivora Sense myself?

Yes. Hivora Sense is an open build kit with a freely available build guide, built from robust, readily available components.

View the build guide

Which hornet species does Hivora Sense detect?

The edge AI is trained specifically on the Asian hornet (Vespa velutina) and distinguishes relevant detections from noise.

How reliable is the AI?

There is no such thing as 100% certainty with AI, and false detections can never be fully ruled out. The models already deliver reliable results today and are continuously improved – and the more users and reports come together, the sharper the detection becomes.

How is the Hivora Sense bait pot powered?

The bait pot can be powered from a USB adapter wherever a suitable outlet is available on site. Otherwise, the Hivora Sense bait pot can just as well run from a power bank.

Build it yourself or learn more

You'll find the full build guide for the Hivora Sense bait pot in our community. For clubs, municipalities and professionals we're happy to advise you personally.

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