how to detect faces in real time (video) or in a single image using pytorch (neural network ?
regards …
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Could you elaborate a bit more on what exactly you are looking for? Do you plan to get bounding boxes for each face? Or just detect the presence of a face? A little more information will allow people to help you better 
its clear ,just detect the faces using neural network.
i dont want to use neither haar cascade and viola jones methods
You could do something like a bounding box like @akashpalrecha mentioned, there’s a few notebooks detailing bounding boxes in 1.0, or you could segment the face in the image and do it via image segmentation instead as a few options.
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does face alignment can be used for face recognition ? @muellerzr
Not sure. Honestly a better model for that would be something like a Siamese model. I don’t have experience with that type of model itself or the techniques you mention (or facial recognition) but there’s plenty of pytorch examples you could find.
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You can also use MTCNN it is also ggod