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<a href="" target="_blank"> |
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<img alt="arXiv" src="https://img.shields.io/badge/arXiv-StarVector-red?logo=arxiv" height="20" /> |
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</a> |
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<a href="https://starvector.github.io/" target="_blank"> |
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<img alt="Website" src="https://img.shields.io/badge/🌎_Website-StarVector-blue.svg" height="20" /> |
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</a> |
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<a href="https://github.com/joanrod/star-vector" target="_blank" style="display: inline-block; margin-right: 10px;"> |
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<img alt="GitHub Code" src="https://img.shields.io/badge/Code-StarVector-white?&logo=github&logoColor=white" /> |
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</a> |
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# Dataset Card for svg-stack |
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## Dataset Description |
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This dataset contains SVG code examples for training and evaluating SVG models for image vectorization. |
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## Dataset Structure |
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### Features |
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The dataset contains the following fields: |
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| Field Name | Description | |
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| :--------- | :---------- | |
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| `Filename` | Unique ID for each SVG | |
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| `Svg` | SVG code | |
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## Usage |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("starvector/svg-stack") |
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``` |
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## Benchmark Evaluation |
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To evaluate your model on this dataset, please refer to the [README.md](https://github.com/joanrod/star-vector/blob/main/README.md) file in the [StarVector GitHub repository](https://github.com/joanrod/star-vector). |
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## Citation |
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```bibtex |
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@article{rodriguez2023starvector, |
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title={{StarVector: Generating Scalable Vector Graphics Code from Images and Text}}, |
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author={Juan A. Rodriguez and Abhay Puri and Shubham Agarwal and Issam H. Laradji and Pau Rodriguez and Sai Rajeswar and David Vazquez and Christopher Pal and Marco Pedersoli}, |
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year={2023}, |
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journal={arXiv preprint arXiv:2312.11556}, |
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} |
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``` |
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## Tags |
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- scalable vector graphics (SVG) |
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- vision language models |
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- multimodal |
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- code |
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