Production-Level Facial Capture Using Deep Convolutional Neural Networks

Re:Production-Level Facial Capture Using Deep Convolutional ... by mkagenius on Friday August 04, 2017 @06:26AM (#14927618)

We see a similar realtime application in snapchat[1] -- probably not as detailed as this one but might be a similar tech,

1. https://techcrunch.com/2015/09/15/snapchat-looksery/

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Re:Production-Level Facial Capture Using Deep Convolutional ... by yathern on Friday August 04, 2017 @09:05AM (#14928344)

I don't think there's any mention of NN to create those filters - in fact, not sure if it's ML at all. Very likely some off-the-shelf CV face-detection - especially considering it must run real-time on a phone.

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Re:Production-Level Facial Capture Using Deep Convolutional ... by bitL on Friday August 04, 2017 @09:57AM (#14928671)

You can trivially detect facial features using Deep Learning/CNN on a phone real-time.

https://www.kaggle.com/c/facial-keypoints-detection

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Re:Production-Level Facial Capture Using Deep Convolutional ... by dr_zoidberg on Friday August 04, 2017 @10:17AM (#14928810)

Even the "simplest" face detection algorithms rely on strong machine learning concepts, eg: Viola-Jones uses AdaBoost to train the face classifier cascade.

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Re:Production-Level Facial Capture Using Deep Convolutional ... by raverbashing on Friday August 04, 2017 @11:04AM (#14929193)

Not really http://docs.opencv.org/trunk/d7/d8b/tutorial_py_face_detecti...

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Re:Production-Level Facial Capture Using Deep Convolutional ... by dr_zoidberg on Sunday August 06, 2017 @01:57PM (#14942456)

The opening paragraph in that page literally says:

"[...] It is a machine learning based approach where a cascade function is trained from a lot of positive and negative images. [...]"

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