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Custom dataset about mtts-can HOT 7 CLOSED

xliucs avatar xliucs commented on August 18, 2024
Custom dataset

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Comments (7)

xliucs avatar xliucs commented on August 18, 2024

Yes, you can. You will have to look into train.py to start the training.

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ecartman2208 avatar ecartman2208 commented on August 18, 2024

How should I preprocess the dataset to use the training script? Are the inputs a normalized frame and the label a derivative of the pulse signal for the corresponding frames?

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xliucs avatar xliucs commented on August 18, 2024

You can follow predict_vitals.py to see how to predict vitals from a video, and this script will also walk you through how to preprocess the videos and how to feed into the model.

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ecartman2208 avatar ecartman2208 commented on August 18, 2024

Could you kindly let me know how does the mat file look like for training? How should I save my images and the label for heartrate and respiration. I don't really get it. Thank you

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ecartman2208 avatar ecartman2208 commented on August 18, 2024

Could you kindly show a sample of how the data file would look like?

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xliucs avatar xliucs commented on August 18, 2024

You can look into https://github.com/xliucs/MTTS-CAN/blob/main/code/predict_vitals.py. to see how data should be preprocessed and what the input should look like to the model.

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xliucs avatar xliucs commented on August 18, 2024

Please move to https://github.com/ubicomplab/rPPG-Toolbox

We added support there.

Thanks!

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