Rock_Paper_Scissors_ML

A Rock Paper Scissors game that uses an image classifier trained via VGG-16 on custom dataset to play against the player via his/her webcam.

Made using

• Python3
• Tensorflow 2.0- for ML
• OpenCV- for image/video manipulation/processing

Collecting data/images to train the model

After running image_collector.py press:-

r-to collect rock samples.

p-to collect paper samples.

s-to collect scissor samples.

d-to collect dummy/garbage samples.

q-to quit

Playing the Game

After running play.py :-

press r to reset the scores.

ENJOY!