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Manipulation Mask Manufacturer Dataset (MMMD)

Overview

Welcome to the Manipulation Mask Manufacturer Dataset (MMMD). This dataset is designed for image manipulation detection research and currently contains a total of 11,069 images, including original images, tampered images, and corresponding masks. The dataset is continuously growing to include more data over time.

Download Link

The dataset can be downloaded from the following link:

Features

  • Consistency: The names of the original images, tampered images, and masks are consistent.
  • Comprehensive Listing: The dataset includes a list.txt file that contains the names of all the files.
  • Variety of Resolutions: The images come in various resolutions.
  • Diverse Manipulation Types: The dataset covers a wide range of manipulation types:
    • Common manipulations: copy, paste, move, and transform
    • Advanced techniques: Deepfake, Image Inpainting, Image Morphing and Reconstruction, and Image Style Transfer
  • Continuous Expansion: The dataset will continue to grow as new manipulation technologies are adopted by users.
  • Diverse Image Types: The dataset includes various types of images such as:
    • Cartoons
    • Portraits
    • Landscapes
    • Interiors
    • Food
    • Accessories
    • And more

File Structure

  • Original Images: Contains the unaltered images.
  • Tampered Images: Contains images that have been manipulated using various techniques.
  • Masks: Contains binary masks indicating the manipulated regions in the tampered images.

Usage

To use the dataset, download it from the provided link and extract it to your desired location. Refer to list.txt for a comprehensive list of all available files.

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