Codes of NIMA:
An Image Aesthetics Assessment Algorithm in Pytorch

paper: NIMA: Neural Image Assessment by Hossein Talebi and Peyman Milanfar.

The datatset in the ./images is AVA (Aesthetic Visual Analysis) dataset including 250,000 images above with the aesthetic scores range from 1 to 10 for each image and some other labels such as styles and tags.

Requirements

• Python3
  
• Pytorch 0.4
  
• numpy
  
• scipy
  
• torchvision