This model extracts information from EU driver's licenses and returns it as JSON. For optimal performance, we recommend that input images:
- have a size of 1192x772
- have high resolution and do not contain light reflection effects
Accuracy
- on validation set: 98%
- on set of real licenses: 63.93%
Article describing model: https://medium.com/@ofelipebandeira/transformers-vs-ocr-who-can-read-better-192e6b044dd3
Article describing synthetic dataset used in training: https://python.plainenglish.io/how-to-create-synthetic-datasets-of-document-images-5f140dee5e40
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