└── README.md /README.md: -------------------------------------------------------------------------------- 1 | ### Face Gender Classification Tutorial 2 | 3 | > [PyTorch Implementations] Face Gender Classification Tutorial 4 | 5 | * Dataset: [Kaggle Gender Classification Dataset](https://www.kaggle.com/cashutosh/gender-classification-dataset) 6 | * Gender classification result examples: 7 | 8 | 9 | 10 | #### 1. Tranfer Learning with ResNet-18 11 | 12 | * Validation accuracy: 97.2186% 13 | * [Google Colab source code](Face_Gender_Classification_using_Transfer_Learning_with_ResNet18.ipynb) 14 | * [Trained model file download](https://postechackr-my.sharepoint.com/:u:/g/personal/dongbinna_postech_ac_kr/EVd9bFWzqztMrXRDdNnCHQkBsHaM4n5_1q1fue77vtQVtw) 15 | 16 | #### How to test? 17 | 18 | * [Google Colab source code](/Face_Gender_Classification_Test.ipynb) 19 | --------------------------------------------------------------------------------