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VGG-Face descriptor with new structure #948

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merged 6 commits into from
Jan 8, 2024

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@serengil serengil commented Jan 8, 2024

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What has been done

VGG-Face should use its early layer for representation instead of its classification layer. Using its 4096 dimensional layer instead of 2622 dimensional one contributed to increase model accuracy to 14%!

How to test

make test

created pickle may have 2622 dimensional vectors but VGG-Face is not creating
4096 dimensional vectors. If they are mismatch, then raise a meaningful error
@serengil serengil merged commit 1b40870 into master Jan 8, 2024
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@serengil serengil deleted the feat-task-0701-vgg-descriptor branch January 8, 2024 17:50
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