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choice of DSP for face recognition

Hi,

I want to build a standalone face recognition system for access control using a DSP interfaced with a CMOS camera.

I need the image database of 20 faces onboard, thus a large onchip memory.

I've selected a camera with inbuilt JPEG compression engine that gives out JPEG data on a parallel port. Do I need to use  Da Vinci or Digital media processors with video ports or could I select a single core DSP with a parallel port?.

Kindly suggest if I'm thinking in the right direction.

 

Thank you,

Nikhila A