2. From LPR to Insight: The Dirty Work Behind Clean Data
A major thread at the conference was data and how to collect occupancy, 24/7 or periodically. One presentation highlighted the benefits but also the complexity of turning license plate recognition (LPR) and camera data into useful information. The raw feeds – LPR scans, citations, permits, payment transactions, even drone images need serious cleanup:
- Enforcement schedules can skew what’s captured
- Sensor coverage is patchy, especially beyond pay stations
- License plates need fuzzy matching (is that a Z or a 2?)
- Metadata like vehicle type or duration is often missing
- Privacy measures must anonymize plates before analysis
One theme emerged: “Data should inform decisions, not lead them.” Cities need “before and after” metrics – occupancy, permits issued, citation volume, and compliance – to prove that a permit or pay program solves an actual problem.
Hayes Valley’s “Pay or Permit” program in San Francisco came up as a model, built on three pillars:
- Most parkers aren’t local
- Most non-residents are overstaying
- Occupancy is consistently high
3. Toronto’s Parking Tech and EV Future
The City of Toronto shared its evolving mobility landscape – and how parking is still part of the story. A few standout stats and ideas:
- One lot near Spadina added Purolator parcel lockers and increased revenue by 33%. Multi-functional lots add value
- 50% of EV charging users lived within 1km of the charger, 57% of users live within 5 km
- They’ve processed 50,000 new EV transactions
- Long-term goal: reduce from 3,100 to 2,000 meters – but keep them for the next decade
One big idea or dream floated by the TPA VP of Operations: a future monthly bundle for parking, transit, and bike share access. Not here yet – but the bundling / Mobility as a Service joint offering conversation is getting louder.
4. Digital Curb Challenges from Seattle to Boston
Cities are still figuring out how to digitize the curb. A few shared challenges:
- Cameras are tricky to deploy due to mounting, power, and departmental silos
- Cyclomedia and Cartegraph are used in Boston, but 20% of signs were missing from digital records
- Trucks and passing vehicles can feed false data into sensors or AI
- Even with real-time availability, Minneapolis noted delivery drivers likely wouldn’t use this information – routes, schedule, and habits matter more
- Seattle’s commercial load zone data showed 80% of vehicles were parked illegally, underscoring that enforcement is essential – especially for small businesses that rely on load zones for survival. It was stressed that the management of these commercial loading zones is a key factor to the value of the permit and if they would actually buy the monthly permits
- Seattle released the CurbIQ digital curb inventory and real-time information of these load zones, and it’s super cool: https://seattle.curbiq.io/public-default/