Model
Model to recognize characters from the image crop of a License Plate.
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| Field | Response |
|---|---|
| Intended Application(s) & Domain(s): | Classifying characters in vehicle license plates for vehicle identification and traffic management |
| Model Type: | Character Recognition |
| Intended Users: | Developers working in smart city and transportation applications. |
| Output: | Alphanumeric String (Characters in Sequence) |
| Describe how the model works: | Recognizes characters in license plates from cropped images and outputs the character sequence. |
| Technical Limitations: | Model may not recognize characters win truncated license plates or if the license plate is crooked (>30 degrees from horizontal). Model is trained with data from the United States and China and may not work well for characters seen outside of the English and Mandarin contexts. |
| Verified to have met prescribed NVIDIA standards: | Yes |
| Performance Metrics: | Precision |
| Potential Known Risks: | This model may fail to detect alphanumeric characters in vehicle license plates. |
| Licensing: | https://www.nvidia.com/en-us/data-center/products/nvidia-ai-enterprise/eula/ |