felipebandeira/donutlicenses3v3

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