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使用 OPENCV、python 进行面部特征提取

[英]facial feature extraction using OPENCV, python

i have been working on an project which requires to extract the facial features in python.我一直在做一个需要提取 python 中的面部特征的项目。 I will be using openCV in this project too.我也将在这个项目中使用 openCV。 I have found a deep learning model, is there any other way to extract facial features other than that?我找到了一个深度学习的model,除此之外还有其他提取面部特征的方法吗?

It seems that, haar cascades don't work in this case.在这种情况下,haar 级联似乎不起作用。 You can use this link: https://www.pyimagesearch.com/2017/04/10/detect-eyes-nose-lips-jaw-dlib-opencv-python/您可以使用此链接: https://www.pyimagesearch.com/2017/04/10/detect-eyes-nose-lips-jaw-dlib-opencv-python/

This uses a pretrained deep learning model that can be used.这使用了一个可以使用的预训练深度学习 model。 The features extracted are store / given in a list of coordinates.提取的特征在坐标列表中存储/给出。 Hence they ca be manipulated by the opencv.因此它们可以被 opencv 操作。

this model is very accurate and hepful.这个 model 非常准确和高效。

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