pytorch-QualityFace

中文版

Quality Face model which decides how suitable of an input face for face recognition system

Note that qualityface is a helper model for a face recognition system, its input shape should be exactly 128x128x3.

Getting Started

• Python3.6 (test in 3.6, 3.7)
• Pytorch (test in 1.3.1, 1.4.0)
• opencv4 (test in 4.1.1)
• pillow (test in 6.2.0)
• numpy
• siriusbackbone

install from PyPI:

pip install qualityface

Usage

import qualityface
path = 'path/to/your/img'
score = qualityface.estimate(path)
print(score)

Results

Test: crop1.jpeg, score: 0.78
Test: crop2.jpeg, score: 0.7
Test: crop3.jpeg, score: 0.74
Test: crop4.jpeg, score: 0.92
Test: crop5.jpeg, score: 0.93

License

This code is distributed under the MIT license.

Wishes

For anyone who hear, see, think about or use this repo, I hope them gain temporary happiness and everlasting happiness