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exadel-inc / CompreFace

Leading free and open-source face recognition system
https://exadel.com/accelerator-showcase/compreface/
Apache License 2.0
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Minimum Hardware Specification for SubCenter-ArcFace-r100 #1240

Open adnanulanwar opened 6 months ago

adnanulanwar commented 6 months ago

I am using the SubCenter-ArcFace-r100 custom build for face verification. My server config is as follows:

  1. cpu : Intel(R) Xeon(R) CPU E5-2699 v4 @ 2.20GHz, using 12 cores.
  2. ram : 16 gb
  3. This is a virtual machine. running windows 10 pro OS.
  4. Containers running on docker desktop 4.27.2 Everything working fine and the accuracy is good. But the problem i am facing is the response time of an api request is almost 22 seconds. How can I reduce this time to 5 to 10 seconds at least? My expectation : response within 5-10 seconds. what would be the hardware and software requirements?