Some Generated Images of DM

Dataset: CelebFaces Attributes(CelebA)

Table of Contents

  • Dataset: CelebFaces Attributes(CelebA)

  • Other Dataset

Dataset: CelebFaces Attributes(CelebA)

https://www.kaggle.com/datasets/jessicali9530/celeba-dataset

CelebA + DDPM(Classifier-Free Guidance)

  • We remove the background of CelebA.
  • 4 classes:
    • 0: Female without glasses
    • 1: Female with glasses
    • 2: Male without glasses
    • 3: Male with glasses

TO DO: 補圖

CelebA + DDPM(Classifier-Free Guidance)

Generated image

Class 0

CelebA + DDPM(Classifier-Free Guidance)

Generated image

Class 1

CelebA + DDPM(Classifier-Free Guidance)

Generated image

Class 2

CelebA + DDPM(Classifier-Free Guidance)

Generated image

Class 3

CelebA + DDIM(Classifier-Free Guidance)

Generated image

Class 0

CelebA + DDIM(Classifier-Free Guidance)

Generated image

Class 3

CelebA + Interpolation

Interpolation between two people

CelebA + Interpolation

Add beard

CelebA + Interpolation

Add beard by interpolation

CelebA + Forward and Backward (class 0)

CelebA + Forward and Backward (class 1)

CelebA + Forward and Backward (class 2)

CelebA + Forward and Backward (class 3)

Coloring

Other Dataset

Table of Contents

  • Dataset: CelebFaces Attributes(CelebA)

  • Other Dataset

Oxford-Flowers

Generated image

Interpolation between two flowers

Coloring