Image Tiler is a Python package that allows you to split an image into tiles based on a grid and overlap between tiles. It also provides functionality to combine the tiles back into the original image.
You can install Image Tiler using pip:
pip install image-tillerThe SplitImage class is used to split an image into tiles based on a grid and overlap between tiles. The class takes in an image path, the number of rows and columns in the grid, and the overlap between tiles.
The CombineTiles class is used to combine tiles back into the original image. The class takes in a list of tiles, the number of rows and columns in the grid, and the overlap between tiles.
from ImgTiler import SplitImage, CombineTiles
import cv2
img = cv2.imread('image.jpg')
grid = (3, 4) #3 rows, 4 columns
overlap = 30 #30 pixels
show_rects = True
show_image = True
splitter = SplitImage(img, grid, overlap) # Create SplitImage object
tiles = splitter.split_image(show_rect=show_rect, show_tiles=show_image) # Split image into tiles
combiner = CombineTiles(tiles, grid, overlap) # Create CombineTiles object
img2 = combiner.combine_tiles(show_image=show_image) # Combine tiles into original image
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
This project is licensed under the MIT license.