Perceptual

Module: generative_models.core.losses.perceptual

Source: generative_models/core/losses/perceptual.py

Overview

Perceptual losses module.

This module provides loss functions that compare features extracted from neural networks, rather than direct pixel-wise comparisons. These losses are especially useful for image generation tasks.

Classes

PerceptualLoss

class PerceptualLoss

Functions

call

def __call__()

init

def __init__()

compute_contextual_loss_single

def compute_contextual_loss_single()

contextual_loss

def contextual_loss()

create_vgg_perceptual_loss

def create_vgg_perceptual_loss()

feature_reconstruction_loss

def feature_reconstruction_loss()

style_loss

def style_loss()

Module Statistics

• Classes: 1
• Functions: 7
• Imports: 6