/Rock-Paper-Scissors-Using-TensorFlow

This repository contains a notebook for Image Classification of Rock-Paper-Scissors's animated images.

Primary LanguageJupyter Notebook

Rock-Paper-Scissors-Using-TensorFlow

Dataset Used :

  • Train-Test dataset link has been mentioned in the notebook it-self.
  • Data to validate prediction click here.

Tech. Stack :

  • Python
  • TensorFlow/Keras
  • OpenCV
  • Matplotlib
  • NumPy

Categories :

  • Image Classification (Computer Vision)
  • Deep Learning
  • Image Augmentation
  • This Project is built using above Tech. Stack.
  • Animated Dataset has been used.
  • Able to got ~98% Validation accuracy.
  • Correclty classify all the unseen images except only 1.
  • Note : Data Label - Paper 0, Rock 1, Scissors 2