PP-Rex

Parking, finally explained

The nearest free parking space. Found.

The sign says 30 spaces are free. It does not say where. P-Rex watches the lot with a camera and shows every space as free or taken, so nobody has to circle the lot to find out.

Staff sign-in
Illustration. The yellow space is the nearest free one to the entrance.

A really annoying problem

Most lots can count cars in and out. That is not the same as knowing where to park.

A count is not a location

"30 free" still means driving every row to find them, and the last spaces often stay empty because people give up.

A wrong number is worse than none

Once a display shows the wrong figure, people stop trusting it, and it gets switched off.

Gravel has no sensors

Many lots are gravel or have changing layouts. Sensors in the ground are expensive to maintain and do not fit.

How it works

One camera on a mast or facade covers many spaces. The thinking happens on the camera.

1

A camera sees the lot

It is mounted above the spaces and needs no work on the ground.

2

A small model decides

On the device, each space is marked free, taken or unknown.

3

Only the status is sent

Images and number plates stay on the camera. What leaves is a list of spaces and their status.

4

You see where to park

A map or sign shows the nearest free space, and facility teams get the history.

Built to be trusted

The goal is a display people believe.

Unknown, not wrong

If the model is unsure or data is old, P-Rex says "unknown" instead of guessing.

Private by design

Processing on the device means no pictures of cars or people are sent or stored.

Made for facility teams

Staff can sign in to see a lot and download occupancy data for planning.

STATUS: PROTOTYPE, TESTED ON PHOTOS OF A REAL LOT.

P-Rex. Prototype developed as a bachelor project at DTU, 2026.

Lot overview

Test lot PREVIEW

0
Free now
0
Taken
0
Unknown
0%
Occupancy

Nearest free space

Closest free space to the lot entrance (the blue sign at the right).

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Spaces

Each box is one parking space, grouped by row.

Free Taken Unknown (model not sure) Nearest free

Occupancy by hour

Average weekday occupancy. Example data until a camera is running at this lot.

Download data

Hourly occupancy history for the period selected above, or the current status of every space.

Sources: space status comes from an automatic detection on one photo of a test lot (5 Nov 2026). Space B12 is known to be wrong because a car is hidden behind a tree. The history is generated example data.