Age-Estimate

This repo is organized as follows:

├── 54532-0.jpg
├── checkpoints
│   └── coral_age_epoch_33.pth
├── config
│   └── config_coral.py
├── dataset
│   └── dataset_coral.py
├── models
│   ├── __pycache__
│   │   └── resnet_coral.cpython-36.pyc
│   └── resnet_coral.py
├── test.py
└── train_age.py

Requirements

1.pytorch >=0.4

2.opencv >= 3.4

3.numpy ...

Training

• CACD: http://bcsiriuschen.github.io/CARC/
• UTKFace: https://susanqq.github.io/UTKFace/
• AFAD: https://github.com/afad-dataset/tarball
• MORPH-2: https://www.faceaginggroup.com/morph/

Download dataset into dataset dir,and then use face detector and landmark do face alignment like insightface.

Benchmark

	AFAD	Morph II
SSR		3.16
C3AE		2.75
ORCNN	3.66	3.27
Ours	3.40	2.65

References

https://github.com/derronqi/C3AE_Age_Estimation.git

https://github.com/Raschka-research-group/coral-cnn

https://github.com/shamangary/SSR-Net.git