Run skin-color-thresholds.ipynb to find thresholds that work in your environment. This changes depending on lighting and background colour. Aim to have the bottom screen show a whole outline of the hand.
Copy the thresholds that worked best from step 1 into hand_gesture_recognition.ipynb, replacing y_min, y_max, cr_min, cr_max, cb_min, cb_max.