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DATASET.md

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Dataset

A photo collection acquired from Unsplash dataset.

CSV

DoF

A novelty collection of 1200 horizontal images, manually annotated and equally balanced in Shallow/Deep depth of field captures. Splitted in train/validation/test sets of 560/140/500 images.

Active

An actively selected data pool of 2000 images (1000 randomly/1000 actively) selected to simulate the active learning framework.

Images

Unsplash-horizontal-big

The collection of Unsplash lite dataset w/ 13,521 horizontal images, resized in 900x600 resolution.

Unsplash-square

The total collection of Insplash lite dataset w/ 25318 square images, from horizontal and vertical, transformed in 400x400 resolution.

Integrity checks (SHA-256):

  • unsplash-horizontal-big.zip 2e5f7ac554a0fbaed3366b785f982d0527794bbf69bafb8d3565618745382a1e

  • unsplash-square.zip cbe101ac87e0877f9e7a021b5975fde0ca4e57c712ca3d24074d3e072f2ba47d