Benchmark

Version 1.2 (2022-01-16)

Model Evaluation based on iApp-Vechicle image data (100 images)

Exact Match Accuracy

ModelAccuracy (%)

Vehicle Detection Model

99.00%

Vehicle License-plate Detection Model

99.00%

License-plate Character + Number Recognition Model

97.00%

License-plate Province Model

99.00%

Vehicle Brand

95.00%

Vehicle Color

85.00%

Vehicle Car Model

72.00%

Overall Accuracy

92.28%

Version 1.1 (2021-12-23)

Model Evaluation based on iApp-vehicle image data (118 images)

Exact Match Accuracy

ModelAccuracy (%)

Vehicle Detection Model

96.40%

Vehicle License-plate Detection Model

95.65%

License-plate Character + Number Recognition Model

94.82%

License-plate Province Model

90.67%

Vehicle Brand

81.30%

Vehicle Color

80.50%

Vehicle Car Model

66.10%

Overall Accuracy

86.49%


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