https://bugs.kde.org/show_bug.cgi?id=392142
Bug ID: 392142
Summary: [WISH] Use Tensorflow for face and object recognition
Product: digikam
Version: unspecified
Platform: openSUSE RPMs
OS: Linux
Status: UNCONFIRMED
Severity: normal
Priority: NOR
Component: Faces-Recognition
Assignee: digikam-bugs-n...@kde.org
Reporter: stefan.weib...@germandev.org
Target Milestone: ---
Googles' deep learning framework Tensorflow is Open Source for quite some time
now. It might be interesting to use TensorFlow for face and object
detection/recognition in Digikam. This could improve the hit rate and also add
some performance on CUDA based hardware.
Sample implementation in the Tensorflow Tutorials on GitHub:
https://github.com/tensorflow/models/tree/master/tutorials/image
Another implementation:
https://github.com/priya-dwivedi/Deep-Learning/blob/master/Object_Detection_Tensorflow_API.ipynb
Helpful blog entry by Google:
https://research.googleblog.com/2017/06/supercharge-your-computer-vision-models.html
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