Optimised for Mercosul plates
High recall for reflective backgrounds, rain and oblique camera angles.
Input Center
Pick a source and load an image to run PlatePulse instantly.
Select or drag a vehicle photo
PNG or JPEG, up to 10 MBDetection Output
Review the annotated prediction, metrics and runtime in one glance.
Runtime
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YOLOv8m backbone
Fine-tuned anchors and augmentation deliver consistent precision in production.
REST-ready delivery
Plug into Hugging Face Spaces or any cloud function with zero additional code.
Project overview
ALPR workflow: computer vision inputs, deployment context, and typical operational uses.
About the Project
Real-time license plate recognition with computer vision for monitoring, access control, and traffic analysis.
Business Value
Real-Time Vehicle Identification
Detect and recognize license plates instantly from video streams, enabling automated vehicle tracking and monitoring systems.
Automated Access Control Systems
Enable gate automation and secure facility access by identifying authorized vehicles without manual intervention.
Traffic Monitoring and Enforcement
Support traffic analysis and law enforcement by capturing and processing vehicle data in real time across urban environments.