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.
0.93
mAP · AI accuracy
<3s
per-frame detection
5 min
update cycle
~€4
/ month · full stack
scroll
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
P
Parking Monitor
online
today
/start
17:42
Select a parking lot:
Buzău · Piața Daciei
Buzău · Str. Unirii 12
Buzău · Bd. Independenței
Demo only tracks Piața Daciei
17:42
Buzău · Piața Daciei
17:42
Buzău · Piața Daciei
● Free: 5 of 9
17:43 · updates every 5 min
● Free: 5 of 9
17:43 · updates every 5 min
🔔 Notify when free
🔄 Refresh
👁 Watch online
Directions
17:43
livecam · Piața Daciei
17:43
Today's occupancy
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
≈ 4 min drive · 1.1 km
🗺️ Open in Google Maps
🧭 Open in Waze
18:16
🔄 Restart
📊 Today's occupancy
📍 Directions
Admins
A
Parking Admin
managers only
/status
17:55
17:55
/cameras
17:56
17:55
/today
17:56
17:55
/forecast
17:57
17:55
⚠ Camera offline14:32 → restored 14:40Auto-recovered · 8 min downtime
14:40
📊 Overview
⚠ Alerts
📷 Cameras
📈 Today
🔮 Forecast
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
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
Up next
⟳
Per-slot detectionfixes occlusion and coverage edge cases
⟳
Automated data pipelineauto-labels new footage for retraining
→
Public GitHub releasedocs + architecture diagram
→
One-command installreproducible setup anywhere
→
Status dashboarduptime, accuracy, last update
ArgusOpen-source parking occupancy from any camera
GitHub · coming soon
hello@krll.nl