Kin verification with siamese neural network

Convolutional neural network for kinship verification. More information can be found in this paper.

Requrements

• Python >= 3.6
• PyTorch >= 1.0

Get started

1. Download Families in the Wild dataset. Unzip and organize like this:

data
├── train
│   └── ...
├── test
│   └── ...
└── train_relationships.csv

2. Clone pretrained implementation of FaceNet for PyTorch: git clone https://github.com/timesler/facenet-pytorch.git facenet_pytorch

3. Run train.py.

Network architecture

A Siamese network with FaceNet encoder is used:

Results