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--- |
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dataset_info: |
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features: |
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- name: Max Length (cm) |
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dtype: float64 |
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- name: Max Height (cm) |
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dtype: float64 |
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- name: Width (cm) |
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dtype: float64 |
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- name: Studs |
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dtype: int64 |
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- name: Type (Standard/ Flat /Sloped) |
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dtype: string |
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splits: |
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- name: original |
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num_bytes: 1258 |
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num_examples: 30 |
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- name: augmented |
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num_bytes: 12580 |
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num_examples: 300 |
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download_size: 13938 |
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dataset_size: 13838 |
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configs: |
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- config_name: default |
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data_files: |
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- split: original |
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path: data/original-* |
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- split: augmented |
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path: data/augmented-* |
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--- |
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# Dataset Card for aedupuga/lego-sizes |
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### Dataset Description |
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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. |
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- **Curated by:** Anuhya Edupuganti |
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## Uses |
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<!-- Address questions around how the dataset is intended to be used. --> |
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### Direct Use |
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- Training and evaluating classification models ( standard vs flat vs sloped lego pieces) |
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- experimentation with tabular dataset generation and augmentation |
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## Dataset Structure |
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This data set contains teo splits: |
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- **original**: 30 samples of lego brick dimentions |
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- **augmented**: 300 examples (synthetically generated to balance and expand the dataset). |
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Each row includes: |
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- `Max Length (cm)`: maximum length of the lego brick in centimeters |
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- `Max Height (cm)`: maximum height of the lego brick in centimeters without stud height |
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- `Width (cm)`: width of the lego brick |
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- 'Studs': number of studs on the brick |
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- 'Type (Standard/Flat/Sloped)': classification of the lego brick type |
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### Curation Rationale |
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This dataset was generated as a practice in tabular dataset creation and augmentation. |
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#### Data Collection and Processing |
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- Original data collected by measuring dimensions of lego pieces. |
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- Augmentation generated with jitter method. |
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## Bias, Risks, and Limitations |
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- **Small sample size:** Only 30 original samples. |
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- **Synthetic augmentation:** Does not capture real-world variation lego brick sizes. |
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### Recommendations |
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- use primarily to practice classification methods. |
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## Dataset Card Contact |
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Anuhya Edupuganti (Carnegie Mellon Univerity)- aedupuga@andrew.cmu.edu |
