https://bugs.kde.org/show_bug.cgi?id=387271
Bug ID: 387271
Summary: Adding Objects and Scenes Recognition for digikam
Product: digikam
Version: 5.8.0
Platform: Other
OS: All
Status: UNCONFIRMED
Severity: normal
Priority: NOR
Component: Tags-Engine
Assignee: [email protected]
Reporter: [email protected]
Target Milestone: ---
Digikam is Great Tool that and i think it is one of the first tools to support
face recognition.
but Numbers of photos started to be really crazy, I will reach 500,000 photos
soon and we need a new way to Automagically categorize these images not only by
people & places but also by things
I think the next step now is to use AI & deep learning to:
1) detect things , Subjects , Scenes, and occasions
2) add tags to photos & Albums (example: http://edenphotos.io/)
3) Search for photos based on who’s in them or what’s in them, like
strawberries or sunsets
(examples: https://www.apple.com/lae/macos/photos/ &
https://www.synology.com/en-global/beta/2017_Moments_1_0)
4) use these algorithms to make Face Recognition Even better
To do so we can use a lot of open source tools & CNN like:
https://github.com/beniz/deepdetect/ , specially Inception v4 & ResNet
https://www.elastic.co/blog/categorizing-images-with-deep-learning-into-elasticsearch
https://github.com/Microsoft/CNTK/
Thanks a lot.
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