handGesture Recognition and Detection

our project contains 5 parts that 3 parts are Implementation of CNN network and 2 parts are Implementation of detection hand gestures:

1.say numbers

2.say i love you

3.say fist,palm,swing

4.say direction of mouse

5.volume control

Requirements:

python or python3

Tensorflow

TfLearn

Imutils

Opencv

Numpy

olefile

Pillow

PyAutoGUI

PyMsgBox

PyScreeze

PyTweening

Tkinter

How to run ?

if you want to use pretrained models, use command below.

python hand_gesture_main_program.py

but if you want to train again the models follow steps below:

for training i_love_you Run :

python Recognize_Gesture.py

for training say_numbers Run:

python traingest.py

for training posenet Run:

python ModelTrainer.py