Large images take awhile to process. Try scaling them down
first (using the "scale" filter).
Manually edit the filter chain details for the best results.
To use the invert filter, precede it with a binary-threshold
with max-value 255.
The transform performed by each filter uses OpenCV under the
hood. Rough documentation for each method can be found on their
website. For example, see the adaptive threshold documentation.