Download data_gen.py from Seed42Lab/RefBlock: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Seed42Lab/RefBlock/resolve/main/data_gen.py
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hf download hf://datasets/Seed42Lab/RefBlock/data_gen.py
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curl -L -o data_gen.py https://huggingface.co/datasets/Seed42Lab/RefBlock/resolve/main/data_gen.py
2.85 kB
| import matplotlib.pyplot as plt | |
| import matplotlib.patches as patches | |
| import numpy as np | |
| def data_generation(rounding_size=0.00, gray_value=0.5, rotation_angle=0, shape_size=0.2): | |
| """ | |
| Draws two symmetric upright squares on a square canvas, positioned symmetrically and rotated around center. | |
| Parameters: | |
| - rounding_size: float (0 to ~0.5), roundness of the soft-corner square | |
| - gray_value: float (0 to 1), grayscale color of the squares (1=white, 0=black) | |
| - rotation_angle: float, rotation angle in degrees (affects position only, not shape orientation) | |
| - shape_size: float, size of the squares (0 to 1) | |
| """ | |
| fig, ax = plt.subplots(figsize=(6, 6)) | |
| # Colors | |
| # color_sharp = (0.5, 0.5, 0.5) | |
| color_sharp = (0.75, 0.75, 0.75) | |
| color_rounded = (gray_value, gray_value, gray_value) | |
| # Center point | |
| cx, cy = 0.5, 0.5 | |
| # offset = 0.3 | |
| offset = 0.25 | |
| # Rotation matrix | |
| theta = np.radians(rotation_angle) | |
| cos_t, sin_t = np.cos(theta), np.sin(theta) | |
| def rotate_point(x, y, cx, cy): | |
| """Rotate a point (x, y) around center (cx, cy) by theta radians.""" | |
| x_shifted = x - cx | |
| y_shifted = y - cy | |
| x_new = cos_t * x_shifted - sin_t * y_shifted + cx | |
| y_new = sin_t * x_shifted + cos_t * y_shifted + cy | |
| return x_new, y_new | |
| # Left (sharp) square position | |
| shape_size_sharp = 0.2 | |
| left_center = rotate_point(cx - offset, cy, cx, cy) | |
| square_sharp = patches.Rectangle( | |
| (left_center[0] - shape_size_sharp/2, left_center[1] - shape_size_sharp/2), | |
| shape_size_sharp, shape_size_sharp, | |
| linewidth=1, edgecolor=color_sharp, facecolor=color_sharp | |
| ) | |
| ax.add_patch(square_sharp) | |
| # Right (rounded) square position | |
| right_center = rotate_point(cx + offset, cy, cx, cy) | |
| square_rounded = patches.FancyBboxPatch( | |
| (right_center[0] - shape_size/2, right_center[1] - shape_size/2), | |
| shape_size, shape_size, | |
| boxstyle=f"round,pad=0.00, rounding_size={rounding_size}", | |
| linewidth=1, edgecolor=color_rounded, facecolor=color_rounded | |
| ) | |
| ax.add_patch(square_rounded) | |
| # Set limits and aspect | |
| ax.set_xlim(0, 1) | |
| ax.set_ylim(0, 1) | |
| ax.set_aspect('equal') | |
| ax.axis('off') | |
| # Save and show | |
| plt.savefig( | |
| f"test_{rounding_size:.3f}_{gray_value:.2f}_{rotation_angle:.1f}_{shape_size:.2f}.png", | |
| dpi=300, bbox_inches='tight' | |
| ) | |
| plt.show() | |
| for r in [0.00, 0.03, 0.06, 0.09, 0.12]: | |
| for g in [0.75, 0.65, 0.55, 0.45, 0.35]: | |
| for a in [-45, -22.5, 0, 22.5, 45]: | |
| for s in [0.2, 0.25, 0.30, 0.35, 0.40]: | |
| data_generation( | |
| rounding_size=r, | |
| gray_value=g, | |
| rotation_angle=a, | |
| shape_size=s | |
| ) |