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Theme25 Dataset

Overview

This dataset is a new annotated dataset comprising 35,655 images and 25 themecategories, for studying the image theme recognition task.

Dataset Directory Structure

Theme25/
├── images/
│   ├── Autumn/
│   │   ├── img001.JPEG
│   │   ├── img002.JPEG
│   │   └── img003.JPEG
│   ├── Baby/
│   │   ├── img001.JPEG
│   │   ├── img002.JPEG
│   │   └── img003.JPEG
│   ├── .../
|── split_theme25.json

Dataset Description

  • images: Contains RGB images in '.JPEG' or '.jpg' format.
  • split_theme25.json: File for dividing training and testing sets.

Dataset Category

Category Description
Autumn data
Baby data
Ball sport data
Birthday data
Christmas data
Family member data
Fast food data
Fruit data
Graduation data
Halloween data
Motor vehicle data
Mountain data
Non-motorized vehicle data
Pet data
Plane data
Railway vehicle data
Summer data
Sweet data
Vegetable data

Dataset Source