train new feature classifier on face dataset problem about stylegan-encoder HOT 2 CLOSED

And for fined face mask,there is a kind of algorithm names image matting, repo like global matting may helps but it need tri-map mask(a rough mask which can be generated by your morphology cv algorithm). Thank you for your sharing!

from stylegan-encoder.

@shartoo the main reason to use dlib here is just because NVIDIA used it in training their pre-trained models in the first place, and provided their implementation of aligning images, so we can align them in a consistent fashion. But really any detector that provides the same basic landmarks should be fine, and would allow you to more or less replicate their results.

Also, it doesn't matter so much if you're training your own models, in that case you can process your data in a consistent fashion so that the encoded images are treated in the same way. I'm glad you found the masking helpful, grabcut was designed for it, really. If you'd like to provide another compatible method for aligning images and/or generating masks, well, patches are welcome!

from stylegan-encoder.