Train and evaluate CNN deep learning model (ResNet50 / VGG16) based on transfer learning for early stage dementia screening in Keras
To train and evaluate CNN deep learning model ResNet50 / VGG16 based on transfer learning
- Firstly please intall Keras deep learning model following the instructions of the link: https://github.com/fchollet/deep-learning-models.
- Then download the code to use transfer learning in keras with the example of training a 2 class classification model using VGG-16 and Resnet-50 pre-trained weights.
- ROC Curve and Confusion Matrix
@inproceedings{liangECCV2020,
author = {Xing Liang, Anastassia Angelopoulou, Epaminondas Kapetanios, Bencie Woll, Reda Al-batat and Tyron Woolfe},
booktitle = {Sign Language Recognition, Translation & Production (SLRTP) Workshop, in conjunction with the ECCV 2020 Conference},
title = {A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users},
year = {2020}
}