Skip to content

PyTorch Implementation/Extension of "Convolutional neural networks and training strategies for skin detection" (https://ieeexplore.ieee.org/document/8297017) with additional application to video input.

Notifications You must be signed in to change notification settings

gbirman/HumanSkinSegmentation

Repository files navigation

Pytorch Human Skin Segmentation CNN

This repository includes a set of Python/Pytorch files used to create a single-frame and multi-frame human skin segmentation CNN. Please see the included paper for more details. The data sources can be found here (but could require permission to access):

FSD Dataset: https://documents.uow.edu.au/~phung/download.html

Pratheepan Dataset: http://cs-chan.com/downloads_skin_dataset.html

VDM Dataset: http://www-vpu.ii.uam.es/publications/SkinDetDM/#results

LIRIS Dataset: https://projet.liris.cnrs.fr/voir/activities-dataset/

AMI Corpus: http://groups.inf.ed.ac.uk/ami/download/

About

PyTorch Implementation/Extension of "Convolutional neural networks and training strategies for skin detection" (https://ieeexplore.ieee.org/document/8297017) with additional application to video input.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages