Gesture-Master

Introduction Slides: https://docs.google.com/presentation/d/1FZkdPi-3JDPY2OE8rdRHrpy75ZTjkVfqGH3nnARVO2c/edit?usp=sharing Gesture Master makes life easier.
Contributors: Liu Jikun, Wang Di, Tang Yiyao, Zhang Han, Jeff Zhu Yukai, Wang Xinyu.
We initially intended to make it for our Escendo 2021 Makathon competition. The topic was Healthcare Industry and the gesture master is our answer. With the help of Aduino and Python, our team offers the solution to singaprean hospitals to support the ward-control system, and thus help solve the manpower shortage and bring convenience to patients.
Lastly we won the most innovative prize for our team, considered as the first prize.

To start with, download all files and unzip them. We provid the training set for machine learning, but you can replace them with better ones or add more training sampls.
Open predict.py and make sure your pc have a camera, the program wil start telling your finger gesture.
Use Arduino and upload any one of the files to you esp32 device with circuit correctly connected, then you can see the results from the serial window.