R. Zatserkovnyi

Identifying the impact of visual models on the quality of optical reading of information from food product packaging

This study investigates automated extraction of structured food information (nutritional value, composition, serving size) from packaging images. The task addressed relates to the lack of a controlled comparison of small local visual language models (VLMs) with classical OCR (optical character recognition) systems on t...