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Back to the lesson libraryMECHANISM · 12 MIN
M03.3 CONNECT THE MECHANISM

Where did this dataset come from?

Twelve thousand leaf photos, three sources, one folder. Learn to write the "ingredient card" that tells you which photos to trust, and track down a bad batch after it ships.

LESSON OVERVIEW12 min lesson

Lesson overview

Twelve thousand leaf photos, three sources, one folder. Learn to write the "ingredient card" that tells you which photos to trust, and track down a bad batch after it ships.

What you’ll explore

  • Document a dataset’s origin, transformations, permissions context, and collection limits without confusing public availability with suitability.
GO TO THE SOURCE

Original explanations, connected to the research.

Gebru et al. — Datasheets for DatasetsDive into Deep Learning — environment and distribution shiftUsing Deep Learning for Image-Based Plant Disease Detection (Mohanty, Hughes & Salathé, 2016)
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