YFCC100M Caption Preprocessing

[normster]

Hi,

I'm trying to reproduce the YFCC100M results and would like to know how image captions were preprocessed during training. For instance, how was the caption for the following sample extracted?

Title: denise%27s+peanut+chicken Description: recipe+here%3A+%3Ca+href%3D%22http%3A%2F%2Fallrecipes.com%2FRecipe%2FDenises-Peanut-Chicken%2FDetail.aspx%22%3Eallrecipes.com%2FRecipe%2FDenises-Peanut-Chicken%2FDetail.aspx%3C%2Fa%3E%0Ai+added+1%2F2+teaspoon+of+sriracha+hot+chili+sauce+and+used+1+TBS+of+chunky+peanut+butter+in+place+of+the+2+cups+of+peanuts.

Best, Norman

[naveenkumarmarri]

You can decode as follows.

import urllib.parse
title = "denise%27s+peanut+chicken"
print(urllib.parse.unquote_plus(title))
# prints the following
"denise's peanut chicken"

[TonyLianLong]

@jongwook In addition to the exact parsing method, could you tell us how a title is merged with the corresponding description text?