Carla-de-Beer/cartoon-photo-classifier

Two comparative Tensorflow-Keras-based deeplearning convolutional neural networks to predict whether an image is a cartoon or a photo

Cartoon-Photo Classifier

This repository contains the code for the generation and deployment of Tensorflow-Keras-based deeplearning convolutional neural networks (CNNs) to predict whether an image is a cartoon or a photo.

Topics

• Convolutional neural networks
• Transfer learning
• TensorBoard
• Model deployment
• TensorFlow Server

Content

• The CNN model creation code can be found in the classifier folder.
• The Flask app web and API code can be found in the deployment/flask-app-deployment folder.
• The model creation code can be found in the deployment/tensorflow-server-deployment folder.