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CelebAMask-HQ

Introduced in MaskGAN: Towards Diverse and Interactive Facial Image Manipulation

About this Dataset

CelebAMask-HQ is a large-scale face image dataset that has 30,000 high-resolution face images selected from the CelebA dataset by following CelebA-HQ. Each image has segmentation mask of facial attributes corresponding to CelebA.

Source: https://github.com/switchablenorms/CelebAMask-HQ Image Source: https://github.com/switchablenorms/CelebAMask-HQ

Source: MaskGAN: Towards Diverse and Interactive Facial Image Manipulation

Dataset Variants

CelebAMask-HQ

Papers1

MaskGAN: Towards Diverse and Interactive Facial Image Manipulation

This work proposes a novel framework termed MaskGAN, enabling diverse and interactive face manipulation, and finds that semantic masks serve as a suitable intermediate representation for flexible face manipulation with fidelity preservation.

Dataset Loaders

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switchablenorms/CelebAMask-HQ

pytorch

Tasks

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