Open marcinkeviciusp opened 2 years ago
Hi Marcin,
Pre-trained checkpoints can be found at the link that is here: https://github.com/joelmoniz/DepthNets/tree/master/depthnet-pytorch#experiments
Unless you mean wanting a pretrained network that maps images of faces directly to keypoints. We had one that we used internally, but it was trained a very long time ago under the Theano framework (@SinaHonari would have more details about this). There should be some off-the-shelf image-to-keypoint regression networks lying around on the internet that you can use. While some may generate 68 keypoints instead of 66, you could roughly figure out a heuristic to 'convert' to 66 keypoints through the use of this reference image. (We actually had to do this at one point for the opposite direction: converting from 66 to 68 keypoints, as computed in this method: https://github.com/joelmoniz/DepthNets/blob/master/depthnet-pytorch/util.py#L137-L148)
Let me know if there are any other concerns.
Thanks, Chris
This looks like a viable alternative to 3DFAW, and they also use 68 keypoints:
Hi, any chance we can get the trained networks / weights? Seems a bit pointless having everyone retrain it, especially since I saw an issue about the database no longer being available.
Thanks, Povilas