Argus

Know if there's a free spot — before you drive over

Cameras + AI count free parking spaces every 5 minutes — automatically. Residents check live availability from any phone. No app, no account.

See how it works
0.93
mAP · AI accuracy
<3s
per-frame detection
5 min
update cycle
~€4
/ month · full stack
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Who it's for

Parking uncertainty costs everyone

Any existing camera becomes live occupancy data — for every stakeholder who needs it.

Residents
"Is there a spot right now?"
Free spaces in 10 seconds
Property managers
"How busy is the lot right now?"
Real-time data, zero effort
Municipalities
"Does this need new hardware?"
Any IP camera works
Shopping centres
"Visitors circling the lot?"
Inform them before arrival
How it works

Three steps, fully automated

1

Camera

A snapshot from any existing IP camera, every 5 minutes — over RTSP, HTTP or MJPEG. No new hardware.

2

AI counts the cars

A vision model — trained on real parking footage — counts vehicles in each zone and works out what's free.

3

Residents get the answer

Live status appears in a simple Telegram bot — and residents can subscribe for a ping the moment a space opens up.

Live demo · Buzău, Romania

One Telegram bot, two real views

Residents check free spaces in seconds. Managers see status, cameras and alerts in the same familiar chat.

Resident view: open Telegram, choose a lot, get the live answer.
Residents
9:41
P
Parking Monitor
online
today
/start
17:42
Select a parking lot:
Buzău · Piața Daciei
Buzău · Str. Unirii 12
Buzău · Bd. Independenței
17:42
Buzău · Piața Daciei
17:42
Buzău · Piața Daciei
● Free: 5 of 9
17:43 · updates every 5 min
🔔 Notify when free
🔄 Refresh
👁 Watch online
Directions
17:43
Live camera · Piața Daciei
livecam · Piața Daciei
17:43
Today's occupancy 06 09 12 15 18 21 Busiest around 18:00 · updates every 5 min
17:44
A spot is free!Buzău · Piața DacieiFree: 6 of 9
📍 View
Directions
Unsubscribe
18:15
Directions
18:16
Route to Piața Daciei
🗺️ Open in Google Maps
🧭 Open in Waze
≈ 4 min drive · 1.1 km
18:16
🔄 Refresh
📊 Today's occupancy
📍 Directions
Admins
9:41
A
Parking Admin
managers only
/status
17:55
Overviewonline8/10occupied2 free spotsPeak today9/10Updated2 min ago
17:55
/cameras
17:56
Cameras4/5 onlinePiața DacieionlineCentruonlineParc CrângonlineGarăonlineBd. Uniriireconnecting
17:55
/today
17:56
Todayoccupancy / 100609121518921
17:55
/forecast
17:57
Forecastnext hoursnowLikely full by ~18:30Free at 14:00 ≈ 5 spotsForecast confidence 86%
17:55
⚠ Camera offline14:32 → restored 14:40Auto-recovered · 8 min downtime
14:40
📊 Overview
⚠ Alerts
📷 Cameras
📈 Today
🔮 Forecast
Roadmap

What's next

Shipped
✓
Model accuracymAP 93%, up from 86%
✓
Self-healing uptimeauto-recovers from camera outages
✓
One-click updatessafe, checked deployments
✓
Live in production5 cameras, one city, since Feb 2026
⟳
Per-slot detectionfixes occlusion and coverage edge cases
⟳
Automated data pipelineauto-labels new footage for retraining
ArgusOpen-source parking occupancy from any camera
GitHub · coming soon [email protected]