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Biwi Kinect Head Pose

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(Image is from POSEidon: Face-from-Depth for Driver Pose Estimation)

Note: This project is my means of interpreting and digesting the information I took in from Practical Deep Learning for Coders with Fast.ai and PyTorch. Please see chapter 6 of the book for a full description of this process. It was a bit more involved than other projects. And the book explains it brilliantly.


SOURCES:

Importing and getting data:

from fastai.vision.all import *
path = untar_data(URLs.BIWI_HEAD_POSE)
Path.BASE_PATH = path
image_files = get_image_files(path)