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Datasets:
dhruvguptaa
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screen-on-off-dataset

Tasks:
Image Classification
Modalities:
Image
ArXiv:
Tags:
image-classification
binary-classification
screen-detection
Synthetic
License:
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Screen ON/OFF Dataset (Synthetic)

Synthetic dataset for training phone screen ON/OFF binary classifiers.

Structure

  • on/ — 2000 images of screens in ON state (various UI layouts)
  • off/ — 2000 images of screens in OFF state (dark glass with reflections, glare, fingerprints)

Generation

Generated using domain randomization (arxiv:1703.06907 principles):

  • ON: 10 UI styles (light/dark apps, chat, media, browser, settings, notifications, etc.)
  • OFF: 9 glass surface styles (clean dark, glare, reflections, fingerprints, ambient lighting)

Images are 128x128 RGB PNG. Training resizes to 64x64 grayscale.
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Paper for dhruvguptaa/screen-on-off-dataset