Re:Show HN: Deep learning visual search and data analytics
by dk8996 on Thursday April 27, 2017 @10:53PM
(#14216571)
Is there a way to find other things besides faces, for example a blue car or a logo?
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Re:Show HN: Deep learning visual search and data analytics
by aub3bhat on Thursday April 27, 2017 @11:11PM
(#14216628)
All frames and detected objects are indexed using inception Pool3 features, which serves as a General purpose indexer. So yes you can search for arbitrary objects such as a blue car or a long or a particular "scene", at the same time when definition of "similarity" is more object-specific/fine-grained (such as in case of face) you can use a custom network (such as facenet for faces) to generate the embedding/indexing vector.
To summarize yes we provide two indexers out of the box a general purpose inception v3 and a facenet. We plan to add more indexers soon, e.g. trained on Open Images or other domain specific dataset.