After my huge success yesterday with the PC-Part-Detector (https://github.com/andrew-pynch/pc-part-detector) I was ready to try something new today. Unfortunately, things did not go as planned. The emotion detector BARELY squeaks out 50% accuracy. On an image of myself, it saw no correct classification of happiness EVEN after additional data collection 
Guess it is time to push on through the lectures! 