CalveClock
The calving camera you already have, made to time every labour
An Edge Hub reads the farm's own barn cameras, adds a second view on the opposite corner of each calving pen, starts a clock when the water bag or feet show, and rings a bell by the bed when a cow or heifer goes past the farmer's own limit with no calf, or a newborn calf has not moved.
- Who buys it
- Spring-calving beef and dairy farms with 40-300 cows that already check calving pens at night, on foot or through a phone camera.
- Why it pays
- About 22-41 hours of night walk-outs saved per season (est.), and the checks that remain are the ones that matter. Saved calves alone are small: about 0.2 a season per 100 cows, 0.5 per 100 heifers (est.), so it is priced on top of cameras the farm already owns.
- Target price
- $449 hub + $129 per PenEye + $49 BarnBell + $99 per season (target)
- First-minute wow
- The bell by the bed at 02:05: 'Pen 2: heifer, feet showing 60 min, no calf', with the clip from the moment the water bag appeared.

What the research found
And how this design answers it
- Every camera kit shows the cow but nobody times the labour → a clock per pen from the first water bag or feet, against the extension rule (30 min cows, 60 min heifers)
- One camera misses the first sign in most positions (the CAD view report: 43-44% seen from one corner, 29-38% from overhead) → a PenEye on the opposite corner post lifts it to 86-87%, and the hub fuses all cameras per pen
- When no camera can see her rear the system says so (NO VIEW) instead of staying quiet
- AI calving systems sell as new hardware at about CAD $2,400 for 4 cameras → CalveClock reads the cameras the farmer already bought
- Phones on silent miss alerts → a BarnBell with a rising tone and one I'M GOING button that silences every bell and tells the others who went
- Tail raising predicts calving well only 1-2 hours ahead → we sell the stage-2 clock, not a 'calving tonight' promise
Use case
A heifer with a leg back at 01:40
FarmerVetCalveClock hubPenEye
- 01Trigger: the opposite-corner PenEye sees a water bag behind the lying heifer at 01:05; the farm's own camera faces her head and sees nothing
- 02Detect: the hub starts the pen 2 clock and saves a clip; the bell's ring counts the minutes
- 03Alert: at 02:05, 60 minutes with no calf, the bell by the bed rings and the phone gets the clip
- 04Action: the farmer presses I'M GOING, finds a leg back and calls the vet with the times and the clip
Outcome: Help arrives at about 1 hour into stage 2 instead of about 2 hours at the next walk-out (est.)
How it works
Architecture
- 01
Sense: the farm's own RTSP cameras plus a PoE PenEye (Camera Module 3 Wide NoIR, 850 nm IR) on the opposite corner post
- 02
Decide: Edge Hub (Pi 5 + Hailo-8) runs cow pose and a stage-2 sign classifier at 2 fps per pen and fuses every camera that sees the pen
- 03
Send: MQTT on the farm LAN to the bedside bells; push and clips to the phone when the internet is up
- 04
Tell: bell ring and tone, phone alert with the clip, and a calving log per cow
Hardware
Real parts, buyable today
Bill of materials: about $327 hub, $100 per PenEye and $39 per BarnBell at qty 1 (est.); the farm's own cameras and PoE switch are not included.
| Block | Part | Why this part |
|---|---|---|
| Hub | Raspberry Pi 5 4GB + AI HAT+ 26 TOPS (Hailo-8) | Reads up to 8 pens at 2 fps at about 13% NPU load (est.) |
| Pen camera | Raspberry Pi Zero 2 W + Camera Module 3 Wide NoIR | 1080p H.264 to the hub; 9-12 px per calf hoof from the corner |
| Night light | 2 x OSRAM SFH 4715AS 850 nm on 1 A drivers | Only on when dark; 6.5 W at night within PoE |
| Power | 802.3af PoE splitter to 5 V | One Ethernet cable to the post, no mains in the pen |
| Bedside bell | XIAO ESP32-C3 + NeoPixel Ring 12 + piezo + 18650 | Rings through a power cut; one button for I'M GOING |
Mechanical
Printable CAD
5 parts, generated from code and checked as closed solids. Pick a part to inspect it, or download the STL files to print.
See the CAD parts render

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Bought hardware fitted inside this part (checked in the CAD: nothing collides with the plastic)
Open risks we are working on
- Night accuracy of the stage-2 sign classifier in IR, with straw and wet coats, is unproven; alerts stay off until clips from 3 farms pass (test T1)
- False 'over limit' alarms would teach farmers to ignore the bell; the target is under 1 per 10 calvings (est.)
- Lely's Zeta ceiling camera does the same and is due in the UK in 2026; BETSY and Nikon already sell AI calving cameras; Moocall could add a timer
- Saved calves alone pay little (about $150-450 per 100 cows a season, est.); the case rests on sleep and labour, which needs farmer interviews (gate G1)
- Not every barn camera kit gives an RTSP stream (gate G2), and group pens with two cows need tracking (rev B)
Design stage only: nothing on this page is for sale. Specifications and prices are targets.