Image Aesthetics using Slice method

The project is written in Python 2.7.10. It is a deep learning algorithm for rating images.

Function

Process data

* Slice image to small parts
* Extract the features

Train model

* Use CNN to train the model

Prepare

• Millions of images
• Labels to images
• Other information of images to improve accuracy

Dependency

pip

• Version: 10.0.1
• Install:
  1. curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
  2. python get-pip.py

Tensorflow

• Version: 1.8.0
• Install: pip install tensorflow

Keras

• Version: 2.2.0
• Install: pip install keras

Numpy

• Version: 1.14.5
• Install: pip install numpy