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AI-For-Wearables-PAM / activity-recog

Initial work using OpenCV, TensorFlow, and PyTorch to train three convolutional neural networks (CNNs) for human activity recognition.
MIT License
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Run grid search - Conv3D #17

Closed jamescoledesign closed 2 months ago

jamescoledesign commented 2 months ago

Use a grid search to find optimal hyperparameters

jamescoledesign commented 2 months ago

Used a random search. Here are the best performing hyperparameters:

{
'conv_filters': [32, 64, 128], 
'kernel_size': (3, 3, 3), 
'dense_units': 1024,
'dropout_rate': 0.5, 
'learning_rate': 0.0001, 
'batch_size': 16, 'epochs': 10
}