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weiliu89 / caffe

Caffe: a fast open framework for deep learning.
http://caffe.berkeleyvision.org/
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what is the boundary between detection and recognition? #441

Open anguoyang opened 7 years ago

anguoyang commented 7 years ago

Hi, Liu, Thanks for your great contribution! How to modify the network if I just want to detect objects without recognition? what is the boundary between detection and recognition? thanks a lot.

dtmoodie commented 7 years ago

I always saw detection is identifying the location of the object and the type, ie a person. Whereas recognition includes unique identification of that object, ie the person's name is John.

weiliu89 commented 7 years ago

detection = classification (recognition) + localization (bounding box)