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Batch face encodings #1048

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rudcode wants to merge 2 commits into ageitgey:master from rudcode:patch-1

rudcode commented Feb 7, 2020

Batch face encodings with using landmark as dlib full object detection

test with single image containing 50 face (42 face detected):
Original:

time taken: 0.2927389144897461 42
time taken: 0.2869551181793213 42
time taken: 0.278911828994751 42
time taken: 0.27754902839660645 42
time taken: 0.27735042572021484 42
time taken: 0.2752363681793213 42
time taken: 0.2764449119567871 42
time taken: 0.27690911293029785 42
time taken: 0.2756640911102295 42
time taken: 0.274813175201416 42
average time: 0.27925729751586914

Batched:

time taken: 0.22544264793395996 42
time taken: 0.20534110069274902 42
time taken: 0.20273709297180176 42
time taken: 0.20256876945495605 42
time taken: 0.20137763023376465 42
time taken: 0.20259571075439453 42
time taken: 0.2025127410888672 42
time taken: 0.20256447792053223 42
time taken: 0.20244312286376953 42
time taken: 0.20270013809204102 42
average time: 0.20502834320068358

rudcode added 2 commits

February 8, 2020 05:50


          batch compute face descriptor

294c1b0


          fix using cnn as default model

496ebe3

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