Datasets:
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README.md
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## Dataset Description
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- **Repository:** https://huggingface.co/datasets/0-ma/geometric-shapes
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### Dataset Summary
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The Geometric Shapes Dataset is a synthetic dataset containing images of various geometric shapes with superimposed random text. Each image features a polygon (or just text) on a randomly colored background, with a short string of random characters partially obscuring the shape. This dataset is designed for tasks such as shape classification, image recognition, and robustness testing of computer vision models.
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- **Image Classification**: The primary task for this dataset is multi-class image classification, where the goal is to identify the type of shape (or lack thereof) in each image.
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### Data Instances
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## Dataset Description
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### Dataset Summary
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The Geometric Shapes Dataset is a synthetic dataset containing images of various geometric shapes with superimposed random text. Each image features a polygon (or just text) on a randomly colored background, with a short string of random characters partially obscuring the shape. This dataset is designed for tasks such as shape classification, image recognition, and robustness testing of computer vision models.
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- **Image Classification**: The primary task for this dataset is multi-class image classification, where the goal is to identify the type of shape (or lack thereof) in each image.
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Label | 1 | 2 | 3 | 4 | 5 | 6
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--- | --- | --- | --- |--- |--- |---
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Shape Name | None | Circle | Triangle | Square | Pentagone | Hexagone
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Image | ![None](example/1_None.jpg "None") | ![Circle](example/2_Circle.jpg "Circle") | ![Triangle](example/3_Triangle.jpg "Triangle") | ![Square](example/4_Square.jpg "Square") | ![Pentagone](example/5_Pentagone.jpg "Pentagone") | ![Hexagone](example/6_Hexagone.jpg "Hexagone")
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### Data Instances
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