- License plate recognition source code cast trial#
- License plate recognition source code cast license#
Requirement #3: It needs to be built using open source technology
As an added bonus, dashcam video represents the overall quality of footage you’d expect from vehicle mounted cameras. Since I don’t have a Raspberry Pi camera or USB webcam, so I’ll be using dashcam footage - it’s readily available and an ideal source of sample data. Requirement #2: It must work with low quality images Besides the whopping bill for data traffic, you’re also introducing network latency into a process which may already be quite slow.Īlthough a centralized machine learning algorithm is only going to get more accurate over time, I wanted to learn if an local on-device implementation would be “good enough”. Streaming live video to a central processing warehouse seemed the least efficient approach to solving this problem. Requirement #1: The image processing must be performed locally
License plate recognition source code cast license#
Existing stationary license plate recognition systems The Success Criteriaīefore getting started, I outlined a few key requirements for product design. One astute commenter pointed out that the $86M cost to fit out 220 vehicles comes in at a rather thirsty $390,909 per vehicle.
License plate recognition source code cast trial#
Understanding that these individual components existed, I wondered how difficult it would be to wire them together.īut it was after a bit of googling that I discovered the Victoria Police had recently undergone a trial of a similar device, and the estimated cost of roll out was somewhere in the vicinity of $86,000,000. The department has also invested in a stationary license plate scanner - a fixed tripod camera which scans passing traffic to automatically identify stolen vehicles.ĭon’t ask me why, but one afternoon I had the desire to prototype a vehicle-mounted license plate scanner that would automatically notify you if a vehicle had been stolen or was unregistered. To help prevent fraudulent sales of stolen vehicles, there is already a VicRoads web-based service for checking the status of vehicle registrations. With over 16,000 vehicles stolen in Victoria this past year - at a cost of about $170 million - the police department is experimenting with a variety of technology-driven solutions to crackdown on car theft. The Victoria Police are the primary law enforcement agency of Victoria, Australia.
By Tait Brown How I replicated an $86 million project in 57 lines of code When an experiment with existing open source technology does a “good enough” job
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