How to perform inference on a single image using fine-tuned LayoutLMv3 model?

[laminggg]

I have fine-tuned a LayoutLMv3 model and now I want to utilize it for layout analysis and information extraction on a single image. I have successfully trained this model, but I'm facing some difficulties during the inference phase.