Image

Module: benchmarks.metrics.image

Source: benchmarks/metrics/image.py

Overview

Image metrics for generative models.

This module provides metrics for evaluating the quality of generated images, including FID, IS (Inception Score), LPIPS, and SSIM metrics for image generation.

Classes

FIDMetric

class FIDMetric

ISMetric

class ISMetric

LPIPSMetric

class LPIPSMetric

MockInceptionModel

class MockInceptionModel

SSIMMetric

class SSIMMetric

Functions

init

def __init__()

init

def __init__()

init

def __init__()

init

def __init__()

init

def __init__()

compute

def compute()

compute

def compute()

compute

def compute()

compute

def compute()

create_fid_metric

def create_fid_metric()

create_is_metric

def create_is_metric()

create_lpips_metric

def create_lpips_metric()

create_ssim_metric

def create_ssim_metric()

extract_features

def extract_features()

validate_inputs

def validate_inputs()

validate_inputs

def validate_inputs()

validate_inputs

def validate_inputs()

validate_inputs

def validate_inputs()

Module Statistics

• Classes: 5
• Functions: 18
• Imports: 10