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MNIST Multiview Datasets

The MNIST Multiview Datasets comprise two four‑view datasets, each view being an R<sup>14 × 14</sup> vector. MNIST<sub>1</sub> generates four views by dividing the image into quadrants. MNIST<sub>2</sub> generates four overlapping views around the image centre, introducing redundancy between views.

Updated 5/8/2024
github

Description

MNIST Multiview Datasets Overview

Dataset Description

The MNIST Multiview Datasets contain two sub‑datasets:

  1. MNIST1: Four views generated by splitting the original image into quadrants. Each view is a vector of size R14 × 14.
  2. MNIST2: Four overlapping views generated around the image centre, introducing redundancy among views.

Dataset Structure

  • MNIST_1 folder: Contains 4 files corresponding to the 4 views.
  • MNIST_2 folder: Also contains 4 files corresponding to the 4 views.

Each file inside the folders corresponds to the view data of the respective sub‑dataset.

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Topics

Image Recognition
Multi‑View Data

Source

Organization: github

Created: 1/19/2019

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