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apache / mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
https://mxnet.apache.org
Apache License 2.0
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face recognition with mxnet #1831

Closed sunbozhang closed 8 years ago

sunbozhang commented 8 years ago

how about face recognition with mxnet? anyone implements it!

tornadomeet commented 8 years ago

i plane to implement one recently(maybe VGG-Face or FaceNet or DeepID) for fun.

tornadomeet commented 8 years ago

@sunbozhang i have trained a lightened cnn model on cascia webface, and the acc on lfw is 97.13%, you can use it for fun. https://github.com/tornadomeet/mxnet-face

tmatas commented 8 years ago

@tornadomeet I've seen your project and it is very nice; moreover, the changed code does not affect the actual MxNet status, so I think it would be great if you could do a PR!

tornadomeet commented 8 years ago

hello @tmatas , i think it's better keep it as be independent for 2 reasons: 1. face recognition is heavily depend on face detection and face alignment, so if give an example , it will bring in many other code. 2. the algorithm in mxnet-face currently is not very popular and some-part is changed by myself, so if give in example in official example, it is better keep it as a standard, popular example.
another, i'll add face detection and face alignment in mxnet-face in the further(when i have time), using deep learning totally.

ysh329 commented 7 years ago

@tornadomeet Do you have DeepID MXNet model? Recently I'm making a series of benchmark about inference not training using MXNet.