# LayoutLMv3 Inference
**URL:**
**Author:**  [@WaterKnight](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FWaterKnight)%5C
**Post date:** [December 2, 2022, 11:39am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Flayoutlmv3-inference%2F27118%2F1 "2022-12-02T11:39:11Z")
Hi, I have seen the tutorial from @nielsr [Transformers-Tutorials/LayoutLMv3 at master · NielsRogge/Transformers-Tutorials · GitHub](https://github.com/NielsRogge/Transformers-Tutorials/tree/master/LayoutLMv3)
However, I wanted to know how to get the words of each box, because in his example he is just using it to draw boxes
---
**Author:**  [@rishisriv-bh](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Frishisriv-bh)%5C
**Post date:** [March 9, 2024, 4:29pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Flayoutlmv3-inference%2F27118%2F2 "2024-03-09T16:29:38Z")
Did you have any luck in finding how to get the words of each box?
---
**Author:**  [@nielsr](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fnielsr)%5C
**Post date:** [March 11, 2024, 9:15pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Flayoutlmv3-inference%2F27118%2F3 "2024-03-11T21:15:27Z")
Could you clarify? The OCR engine gives you the boxes along with their words.