This means in spite of (problems, difficulties, or dangers), or in a situation where there are many problems, difficulties, or dangers.

For example:

• He left home in the face of strong opposition from her parents.
• The shop closed in the face of competition.
• I hope you’ll keep going in the face of adversity.