aedupuga/lego-sizes

Dataset Card for aedupuga/lego-sizes

Dataset Description

This Dataset consists of lego piece descriptions: Height, Length, Width, Number of Studs, and the type of piece (Standard/Flat/Sloped). It was created as a practice in tabular text generation and augmentation.

• —Curated by: Anuhya Edupuganti

Uses

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Direct Use

• —Training and evaluating classification models ( standard vs flat vs sloped lego pieces)
• —experimentation with tabular dataset generation and augmentation

Dataset Structure

This data set contains teo splits:

• —original: 30 samples of lego brick dimentions
• —augmented: 300 examples (synthetically generated to balance and expand the dataset).

Each row includes:

• —Max Length (cm): maximum length of the lego brick in centimeters
• —Max Height (cm): maximum height of the lego brick in centimeters without stud height
• —Width (cm): width of the lego brick
• —'Studs': number of studs on the brick
• —'Type (Standard/Flat/Sloped)': classification of the lego brick type

Curation Rationale

This dataset was generated as a practice in tabular dataset creation and augmentation.

Data Collection and Processing

• —Original data collected by measuring dimensions of lego pieces.
• —Augmentation generated with jitter method.

Bias, Risks, and Limitations

• —Small sample size: Only 30 original samples.
• —Synthetic augmentation: Does not capture real-world variation lego brick sizes.

Recommendations

• —use primarily to practice classification methods.

Dataset Card Contact

Anuhya Edupuganti (Carnegie Mellon Univerity)- aedupuga@andrew.cmu.edu