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ERP X
An exploration of how automatic number plate recognition (ANPR) cameras can be used for traffic and vehicle-related use cases. The ERP X mobile app allows drivers to register multiple vehicles and set up fully automated credit/debit card payments.
Since 2024
Pilot
We're seeing if these products are working well for users and should be developed further.
Product Overview
Team Members
2
½PM
1Engineer
Cost Per Quarter
$363,461
Show breakdown
$72,951
Salary
$188,601
Infrastructure
$65,393
Corporate Overhead
$28,484
Equipment, Software & Office
$8,033
Others
Usage
1
No. of use cases being piloted
0%
113
Total users to date
+3%
8.93/10
User Satisfaction
0%
Cameras
9
ANPR cameras in operation
+800%
100%
Detection rate (percentage of vehicles successfully detected)
0%
95.4%
Identification rate (percentage of license plates read correctly)
-2%
Key Highlights
Q4 2024 Oct-Dec
- Released “Journeys” feature on mobile app. Journeys is a prototype for distance-based charging, it shows the driver the route and distance travelled. Distance travelled is calculated by stitching together data from ANPR detection of their license plate and route data.
Q3 2024 Jul-Sep
- Deployed 8 cameras at 5 locations around Bras Basah to test
- ANPR performance in production conditions.
- Use of multiple cameras for different lanes of the same road.
- Designed and launched a public website.
Q2 2024 Apr-Jun
- Valiated ANPR accuracy for different models ranging from 85% to 100% depending on a range of scenarios.
- Organised a user pilot with 110 drivers and 3 ANPR camera locations to test real-life performance.
- Redeveloped the prototype mobile app to incorporate user feedback across all age groups.
Q1 2024 Jan-Mar
- Built a mobile app prototype as part of Hack for Public Good 2024
- Can identify the license plate numbers of vehicles passing through using optical character recognition (OCR) and computer vision.
- Notify drivers with live information on payment transactions.
- Replace cash card use with frictionless, fully automated payments.
- Can support distance-based pricing.
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