Introduction to person image quality with deep learning model
Introduction to person image quality using openpose, mean-distance, Probablistic Face Embedding and SER-FIQ. It includes the introduction of all four methods.
Openpose is based on github: https://github.com/CMU-Perceptual-Com... (I did spend quite a while to build the project due to the library versions inconsistency)
Two methods that I have tried:
Probabilistic Face Embeddings. Yichun Shi and Anil K. Jain.
github link: https://github.com/seasonSH/Probabili...
SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness. Philipp Terhorst, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner and Arjan Kuijper.
