Update README.md

README.md

@@ -9,5 +9,16 @@ metrics:
 pipeline_tag: image-to-text
 ---
 
-This model extracts information from EU driver's licenses and returns it as JSON. More details about its training and evaluation can be found in the link below. For optimal performance, we recommend that input images have a size of 1192x772.
-https://medium.com/@ofelipebandeira/transformers-vs-ocr-who-can-read-better-192e6b044dd3
+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