Multi-Head Model for License Plate OCR in Catalyst

In this post, we will build a license plate (LP) OCR model with Catalyst. There are different approaches to this issue, and we will build a multi-head classification model. We are going to use a Russian LP dataset gathered by Nomeroff Net. The model takes LP images and returns their texts as strings. It consists of a feature extractor backbone and several classification heads.