- Added MosaicGenerator class for generating photomosaics with preprocessing, grid analysis, and tile mapping.
- Introduced MosaicPipeline class to manage the complete mosaic generation process, including performance benchmarking and metrics calculation.
- Implemented color quantization methods: uniform quantization and K-means clustering.
- Developed TileManager class for managing image tiles, including loading from datasets and caching mechanisms.
- Enhanced utility functions for image processing, including conversion between PIL and NumPy formats, resizing, and cropping.
- Added comprehensive performance analysis and reporting features for benchmarking different implementations and grid sizes.
- Included test image for demonstration purposes.
