A computer vision system that detects free parking slots in real time and guides drivers directly to available spaces.
In large and multi-level parking facilities, drivers spend excessive time searching for available spaces, leading to entry-point congestion, wasted fuel, and a poor experience — especially during peak hours.
MoreYeahs built an AI-powered free parking spot detection system for organizations managing these facilities, replacing manual signage with live, slot-level occupancy data.
Without real-time visibility into slot occupancy, facilities struggled to move vehicles efficiently through the lot:
Excessive Search Time — drivers had no reliable way to know which spaces were free, leading to slow, repetitive searching.
Entry-Point Congestion — uncertainty about availability backed up traffic at facility entrances, especially during peak hours.
Inaccurate Manual Signage — manual, human-guided parking updates were often delayed or wrong.
No Utilization Visibility — operators lacked real-time data on occupancy trends to manage throughput.
MoreYeahs built a smart parking system that uses cameras to continuously monitor each parking space and determine occupancy using computer vision models.
Slot-Wise Occupancy Detection — every parking space is digitally mapped, with computer vision determining occupied or free status in real time.
Central Occupancy Map — slot status feeds a central system updated continuously across multiple floors.
Entry-Gate Guidance — arriving vehicles see available floors and exact slot numbers on digital boards or gate screens.
Occupancy Reporting — a facility dashboard visualizes real-time and historical occupancy statistics.
The system maps camera views to predefined slot regions and keeps occupancy status current as vehicles move through the facility.
Continuous Frame Mapping — cameras capture parking area video and each frame is mapped to predefined slot regions.
Real-Time Status Updates — a detection model determines vehicle presence per slot, updating the central occupancy map continuously.
Nearest-Slot Guidance — on vehicle arrival, the system queries current availability and computes the nearest available slot and floor.
Adaptive Handling — partial occlusion lowers confidence for recheck, and lighting changes trigger an alternate detection profile automatically.
The solution runs on parking-area cameras with a calibrated slot-mapping and detection pipeline.
In validation testing, the system met its target benchmarks for occupancy accuracy and update speed.
Real-time slot guidance turns a frustrating search into a directed walk to an open space.
Reduced Search Time — drivers are guided directly to available slots instead of circling the facility.
Less Entry Congestion — accurate availability data smooths traffic flow at facility entrances.
Better Utilization Insight — operators gain real-time and historical occupancy data to manage capacity.
Improved User Experience — faster, guided parking improves visitor satisfaction at malls, campuses, and commercial facilities.
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