Image Tiler
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.
Installation
You can install Image Tiler using pip:
pip install image-tiller
Usage
SplitImage Class
The 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.
CombineTiles Class
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.
Example
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
Original Image
Split Result
Combined Image
Contributing
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
License
This project is licensed under the MIT license.