nuno-faria/tiler
Tiler
Tiler is an image mosaic generator and tiling engine designed to assemble large composite images by arranging a collection of smaller tiles to match a target visual. It functions as a tool for algorithmic art composition, mapping source image fragments to target pixel data.
The system includes a mosaic tile library generator that produces multiple colored versions and rotations of a source image. This process expands the available tile set to increase the accuracy of the final composite visual.
The project handles the technical process of mosaic creation through grid-based spatial partitioning and pixel-based color mapping. It utilizes nearest-neighbor color search and rotation-invariant matching to select and stitch together individual tiles into a high-resolution output.
Features
- Image Mosaic Generation - Provides the core engine for assembling large composite visuals by arranging smaller tiles to reproduce a target image.
- Mosaic Augmentations - Functions as a tool for assembling large composite images by arranging smaller tiles to match a target visual.
- Algorithmic Art Composition - Uses automated tools to map a collection of small images onto a larger target image for artistic effect.
- Composite Image Generation - Creates complex composite images by merging many small tiles to reproduce a target visual.
- Grid-Based Spatial Partitioning - Implements a grid system to determine the exact placement and size of individual image tiles on the canvas.
- Image Composition - Provides the mechanism to stitch multiple image tiles into a single high-resolution composite output.
- Mosaic Tiling Engines - Maps source image fragments to target pixel data to create complex visual mosaics.
- Average Color Matching - Maps source tiles to target pixels by calculating the closest average color value for a visual match.
- Nearest Neighbor Searches - Utilizes nearest-neighbor search algorithms to find the tile in the library with the closest matching color.
- Rotation-Invariant Matching - Expands available tile options by treating rotated versions of the same source image as distinct visual assets.
- Tile Asset Libraries - Generates a diverse set of rotated and recolored image variants to increase the accuracy of the final mosaic.
- Mosaic Tile Library Generation - Produces various colored and rotated versions of a source image to use as building blocks for mosaics.
- Synthetic Color Variations - Produces multiple colored versions and rotations of a source image to create a diverse library of available tiles.
- Deep Learning and Computer Vision - Tools for tiling and merging large images.
- Image Processing and Manipulation - Utility for tiling and merging large images.
Star history
How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.
