/Thesis---Face-Image-Quality-Assessment

An implementation of CR-FIQA model for Face Image Quality Assessment task

Primary LanguagePython

Thesis---Face-Image-Quality-Assessment

This is my graduation thesis about Face Image Quality Assessment (FIQA) problems.

Idea

My approach was based on method proposed in CR-FIQA paper. My own improvement was inspired by MagFace's idea. My model can complete two following tasks simultaneously:

  • Extracting embeddings for Face Recognition tasks.
  • Estimating quality of face images and quantizing them as quality scores.

Result

This is my simple UI