In this project using Myo armband, we transfer 3-D movements of hand in air to 2-D movements on a canvas. Then, these scribblings (0-9 digits) are recognized as digits using 1 CNN and 2 BGRU classifiers. CNN work on the images of these digits, 1 BGRU network works on online digits and other works on raw IMU signals.