Ffhq

Module: benchmarks.datasets.ffhq

Source: benchmarks/datasets/ffhq.py

Overview

FFHQ Dataset Implementation for StyleGAN3 Benchmarks.

This module provides FFHQ (Flickr-Faces-HQ) dataset integration for high-resolution face generation benchmarks with StyleGAN3.

Key Features:

• High-resolution face image dataset (256x256, 1024x1024)
• Mock data generation for development and testing
• Efficient batching and preprocessing
• Few-shot adaptation capabilities

Classes

CelebADataset

class CelebADataset

FFHQDataset

class FFHQDataset

Functions

call

def __call__()

call

def __call__()

init

def __init__()

init

def __init__()

get_few_shot_batch

def get_few_shot_batch()

Module Statistics

• Classes: 2
• Functions: 5
• Imports: 4