Inception-based feature extraction for image-based datasets. Written in Python3.
As a standard Python script, PyFX can be run from terminal or invoked using system() within C++ (or equivalent modes of shell interaction).
Right now, only extract_single functions.
Use python pyfx.py path-to-file.extension
As of now, the script uses an 'unsafe' implementation, assuming correct input format for the target images and command line arguments. When using PyFX:
- Do not put quotation marks around parameters.
- Do not put '.' before the file extension parameter. Failure to follow these guidelines will result in program failure and (potentially) corrupted output. Moreover, suitability checks aren't yet performed prior to initializing the model, so the program will spend a fair amount of time walking through the image directory before throwing any errors.
Thanks to @aleozlx (Alex Yang) for top-level model design (used in transfer learning exercise elsewhere).