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| """ | |
| Mosaic Generator Package | |
| A comprehensive system for generating mosaic-style images from input photographs | |
| using advanced image processing techniques and vectorized operations. | |
| """ | |
| __version__ = "1.0.0" | |
| __author__ = "CS5130 Assignment" | |
| from .config import Config, Implementation, MatchSpace | |
| from .mosaic import MosaicGenerator | |
| from .tiles import TileManager | |
| from .quantization import apply_color_quantization, apply_uniform_quantization, apply_kmeans_quantization | |
| from .metrics import calculate_comprehensive_metrics, calculate_mse, calculate_ssim, calculate_psnr | |
| from .pipeline import MosaicPipeline | |
| from .utils import pil_to_np, np_to_pil, resize_and_crop_to_grid, cell_means | |
| __all__ = [ | |
| 'Config', | |
| 'Implementation', | |
| 'MatchSpace', | |
| 'MosaicGenerator', | |
| 'TileManager', | |
| 'apply_color_quantization', | |
| 'apply_uniform_quantization', | |
| 'apply_kmeans_quantization', | |
| 'calculate_comprehensive_metrics', | |
| 'calculate_mse', | |
| 'calculate_ssim', | |
| 'calculate_psnr', | |
| 'MosaicPipeline', | |
| 'pil_to_np', | |
| 'np_to_pil', | |
| 'resize_and_crop_to_grid', | |
| 'cell_means' | |
| ] | |