Human Face Segmentation in TensorFlow

This repository contains the code for Multiclass Segmentation on the human faces using Landmark Guided Face Parsing (LaPa) dataset.

YouTube Tutorial: Human Face Segmentation using UNET in TensorFlow

Dataset

The LaPa dataset contains the training, validation and testing dataset. Each dataset have images, segmentation mask and the 106 human facial key points.

Download the dataset: Landmark Guided Face Parsing (LaPa)
Dataset paper: A New Dataset and Boundary-Attention Semantic Segmentation for Face Parsing

Original Image	Grayscale Mask	RGB Mask

The following models are used:

• UNET

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