'She loves drawing so much that sometimes she even tries to eat the colours in her paintbox!'
Is the word drawing an adjective here?
If so, can I get an explanation of how it becomes an adjective?

Sentence found in: 'Revised Cornerstone Grammar and Composition Skills 4' page 50 under the topic Word Formation.