Deep Learning Expert
Budget: $30 – $250 USD
I have code to extract the features (tired and non-tired class) from the face but cannot perform it on all images, so I need someone to resolve this issue.
code to extract the features: https://colab.research.google.com/drive/1Y-1AsHX20GXbsTa6BDlvOb5jkoTmfEnh?usp=sharing
Dataset: https://drive.google.com/drive/folders/1N0wzk-csKPtOYkZBvMSYwowL01mapETs?usp=sharing
Apart from that, when all features will be extracted so, we have to train the model. so, for 5 features, 5 models will be trained using ResNet50. after that, all 5 models have to combine to detect fatigue.
combination code is available: https://colab.research.google.com/drive/188PXaWQZU0Wkjjcf4UqVdd3HtKl1T71M?usp=sharing
code to extract the features: https://colab.research.google.com/drive/1Y-1AsHX20GXbsTa6BDlvOb5jkoTmfEnh?usp=sharing
Dataset: https://drive.google.com/drive/folders/1N0wzk-csKPtOYkZBvMSYwowL01mapETs?usp=sharing
Apart from that, when all features will be extracted so, we have to train the model. so, for 5 features, 5 models will be trained using ResNet50. after that, all 5 models have to combine to detect fatigue.
combination code is available: https://colab.research.google.com/drive/188PXaWQZU0Wkjjcf4UqVdd3HtKl1T71M?usp=sharing