Benchmark

Version 1.0

1. Training

Model	Description
Vehicle Detection Model	Recognize vehicle bounding box on an input image. Also classify vehicle type, color, and vehicle brand.
Vehicle License-plate Detection Model	Recognize license-plate bounding box inside on a vehicle image. Also classify the type of license-plate.
License-plate Character Recognition Model	Recognize the license plate number/character and a registered province.

2. Evaluation (video)

Test Data	Test Type	Number of Frames	Process Time per Frame	Accuracy
Video 1	Vehicles are closer to the camera	9,397	0.04 - 0.07 seconds	95.5 %
Video 2	Vehicles are bit far from the camera	9,003	0.04 - 0.07 seconds	82.76 %

Please note that this version only showcases the recognition of vehicle features:

• Vehicle type.

• Vehicle brand.

• Vehicle color.

• Province that the license plate is registered.

The Accuracy of these parameters will be improved and released officially in the upcoming version.

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