[Shotwell] Adding face recognition to shotwell
- From: Narendra Acharya <narendra_m_a yahoo com>
- To: "shotwell-list gnome org" <shotwell-list gnome org>
- Subject: [Shotwell] Adding face recognition to shotwell
- Date: Mon, 16 Jul 2018 15:28:43 +0000 (UTC)
Hi,
It involves running the extracted face image (already available from detection) through a DNN to get a 128 element vector which supposedly represents the face. This vector needs to be stored (say in FaceTable) per face. Face recognition can be performed by transforming the face to be recognized to a similar vector and correlating via dot-product with each stored face's vector. The one with the highest dot product is the most likely match.
To do this, a DNN model is needed which is open-source under Apache 2.0.
How could we add this model as part of the shotwell package? Or create another package which can be an optional dependency.
Thanks,
Narendra
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