freAK14 / Rock_Paper_Scissors-CNN-Python

A simple Rock-Paper-Scissors game using Convolution Neural Network in Python, where using the webcam (using OpenCV) you can play your move and see yourself who's the winner - You or the Computer.

Rock_Paper_Scissors-CNN-Python

A simple Rock-Paper-Scissors game using Convolution Neural Network in Python, where using the webcam (using OpenCV) you can play your move and see yourself who's the winner - You or the Computer.

Requirements:

Major requiremnets are-

• Python3
• Keras
• Tensorflow
• OpenCV

Other requirements and dependencies alongwith the above ones are mentioned in the requirements.txt file.

Usuage:

1. Clone the repository.
2. Install dependencies using the following command in a terminal.

pip install -r requirements.txt

3. Collect images for each 4 gestures(i.e. rock, paper, scissors and none) along with proper arguements. For e.g.-

python gather_images.py scissors 200

4. Train the model using the following command-

python train.py

5. Test the model with any image. For e.g.-

python test.py 5.jpg

6. Play the game with your computer!

python play.py

References:

• Sourav Johar's Youtube Channel(https://www.youtube.com/channel/UCbsI5Rw9_yLccfoMEYYxDCg)