Increase font size in annotation of image using "HighlightImage"?

I have been using the “HighlightImage” function in Mathematica v12.1. How do I increase the font size of the annotation in the output image? For example, I would like to increase the font size of the words “elephant”, “zebra” in the attached output image of the function “HighlightImage”.

Hi vm,

Please edit your post and add the code you used to generate the image. The moderators will likely delete your post if it does not include the code you have tried.

Here is one way

elements = 
 ImageContents[image][All, <|
   Style[Capitalize@#Concept["Name"], 18, FontFamily -> "Lucida Handwriting"] -> #BoundingBox|> &] // 
  Normal

HighlightImage[image, elements]

Thanks a bunch! your solution worked perfectly. Thank you!