This is a script to map a set of labels from one image to another by correctly orienting a smaller image onto a larger image containing the same region as the smaller image. This involves five steps:
- Load small image, small_labels image and large image.
- Orient the small image over the large image.
- Set bounding boxes around letter clusters.
- Use the orientation of the small image to map clusters to the large image.
- Output large_labels image.
Note: The clusters will be mapped with the same geometry, which can result in historic artefacts being carried forward.
- Move tif files for large and small images into the directory and label them 'large.tif' and 'small.tif'.
- Move image file for labels into the directory and label is 'small_inklabels.png'.
- Open terminal locally within the directory and run 'python main.py'
- Wait for the steps to complete (or any error message) and collect output from the directory. The output will be named 'large_inklabels.png'. There will also be an additional file called 'large_inklabels_test.png'.
Libraries: os, sys, collections, cv2 and numpy.
Local Files: support_functions.py and support_classes.py (included in repo).
The overall process pipeline.
