florin¶
The FLoRIN pipeline for large-scale learning-free computer vision.
Classes¶
- Balsam
- Distributed computation using the Balsam job submission database.
- MPI
- Multicore/multi-node parallel computation with MPI.
- Multiprocessing
- Multiprocessing using the standard fork/join model.
- Multithreading
- Multithreading using the Python multithreading library.
- Serial
- Single-core serial deferred computation.
- WorkQueue
- Distributed computing using Work Queue to manage tasks.
Functions¶
- bounds_classifier
- Classify connected components based on boundary conditions.
- classify
- Classify connected components into multiple classes.
- florinate
- Prepare a function for use in the FLoRIN pipeline.
- join
- Join one or more tiles into a single array.
- load
- Load image data into FLoRIN.
- reconstruct
- Create a label array from connected component classification labels.
- save
- Save image data from FLoRIN.
- tile
- Split a single array into sub-arrays.