/frvtTestbed

Python code to test NIST frvt accuracy of MUGSHOT & pnas datasets

Primary LanguagePythonMIT LicenseMIT

frvtTestbed

Python code to test NIST frvt accuracy of MUGSHOT & pnas datasets

pip install -r requirements.txt
python plot.py
  • NIST comes with the MUGSHOT dataset for testing:
    • 653 pairs (1306 img ppm files)
  • pnas is also used for quick verification:
    • 20 pairs (12 Genuine(G) pairs & 8 Imposter(I) pairs)
  • Additional tensorflow FR model need to be downloaded seperately:
    • 09-02_02-45.pb

TODO list:

  • implement FD LM Align Crop FR flow for pnas dataset
  • extract and save features to pnas.txt
  • visualize G-I Similarity box scatter chart
  • add MUGSHOT dataset
  • add pnas dataset
  • cleanup code (use dataframe instead of list)

G-I Similarity box scatter chart

  • MUGSHOT:

Alt text

  • pnas:

Alt text