Places365-Nets

Requirements

UNIX Packages

Packages	Purpose
wget, tar	Download and Extract Places365 Easy Format Dataset

Python Packages

Package	Version
python	3.6
numpy	1.15.4
progressbar	2.5
imageio	2.4.1

Instructions to Train and Evaluate the Model

1. ./download_places365 - Command to Download and Extract the Places365 Dataset.
2. Clean the dataset and remove grayscale images.
   • python clean_places365.py train - Clean the training dataset
   • python clean_places365.py val - Clean the validation dataset

Files

• download_places365 - Executable script to download and extract the Places365 dataset.
• clean_places365.py - Script to clean the dataset.
• classes.txt - Sorted list of classes in Places365.

Folders

• places365_standard - Created by download_places365
  • train.txt - List of path to files in training set
  • val.txt - List of path to files in validation set
  • train - Contains 365 scene category partitions, with 900 images per category
    • airfield
    • airplane_cabin
    • airport_terminal
    • ... 362 more folders
  • test - Contains 365 scene category partitions, with 100 images per category
    • airfield
    • airplane_cabin
    • airport_terminal
    • ... 362 more folders