Hand tracking lacking - track hitchhiker's thumb

Noticed two scenarios where hand tracking does not work well 

• When hands are crossed
• Hitchhiker's thumb ( 24–36% of the U.S. population can bend their thumbs backwards by 90 degrees)

Add more training data to track them better?