How to use your own Dataset for Lesson 1

As an aside, I’m wondering if someone could shed some light on an error I’m getting when it tries to return incorrect labels:

ValueError: Cannot take a larger sample than population when ‘replace=False’

Is this simply because there are no incorrectly labeled images? I can’t imagine this to be the case as it doesn’t seem like throwing an error is the way to report this.