Pizza, Steak, and Sushi Images from Food101 Subset

A 20% random subset of the Food101 dataset, filtered to contain only three food classes: Pizza, Steak, and Sushi. The dataset was created by Shad0wKillar and was last updated on 2026-04-30. It is pre-split into train and test directories, mirroring the original Food101 dataset's 75/25 split ratio.

Use Cases

• Train a multi-class image classifier based on the three distinct food categories.
• Benchmark lightweight model architectures on a simplified subset of a larger food dataset.
• Create educational material for computer vision tutorials based on the pre-split train/test structure.

Strengths

• Contains images from three distinct and visually diverse food classes: Pizza, Steak, and Sushi.
• Data is pre-split into train and test sets using a defined 75/25 ratio, simplifying experimental setup.

Limitations

• Dataset size, row count, and file formats are unknown, which may limit suitability assessment.
• Column-level documentation is absent; image metadata and label semantics must be inferred after download.
• Last updated 2026-04-30 10:13:13; freshness should be verified.

Provenance

Source

Custom subset derived from the original Food101 dataset.

Collection Method

A 20% random sample filtered to three specific classes.

Time Range

null

Freshness

2026-04-30

Geography

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