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The Geometric Shapes dataset is a synthetic collection containing images of various geometric shapes overlaid with random text. Each image has a random‑colored background, a shape (or just text), and a short random string partially occluding the shape. It is designed for shape classification, image recognition, and robustness testing of computer‑vision models.