|
gptkbp:instance_of
|
gptkb:Model
|
|
gptkbp:bfsLayer
|
5
|
|
gptkbp:bfsParent
|
gptkb:pix2pix
|
|
gptkbp:applies_to
|
image synthesis
|
|
gptkbp:based_on
|
gptkb:pix2pix
|
|
gptkbp:can_create
|
high-resolution images
artistic images
photo-realistic images
|
|
gptkbp:challenges
|
mode collapse
training instability
|
|
gptkbp:developed_by
|
gptkb:DJ
|
|
gptkbp:enhances
|
image resolution
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
pix2pix++
|
|
gptkbp:improves
|
gptkb:pix2pix
image quality
|
|
gptkbp:is_discussed_in
|
conferences
online forums
|
|
gptkbp:is_documented_in
|
research papers
technical blogs
|
|
gptkbp:is_evaluated_by
|
real-world applications
user studies
quantitative metrics
benchmark datasets
|
|
gptkbp:is_explored_in
|
gptkb:academic_research
gptkb:Educational_Institution
industry applications
artistic projects
|
|
gptkbp:is_implemented_in
|
gptkb:Graphics_Processing_Unit
gptkb:Py_Torch
|
|
gptkbp:is_influenced_by
|
gptkb:Cycle_GAN
gptkb:Style_GAN
Deep Convolutional GA Ns
|
|
gptkbp:is_part_of
|
gptkb:Artificial_Intelligence
gptkb:software_framework
computer vision
generative models
|
|
gptkbp:is_popular_in
|
gptkb:Arts_Council
gptkb:Research_Institute
|
|
gptkbp:is_related_to
|
gptkb:microprocessor
gptkb:technology
image processing
deep learning
|
|
gptkbp:is_supported_by
|
gptkb:Cloud_Computing_Service
NVIDIAGP Us
|
|
gptkbp:is_used_for
|
image editing
image restoration
semantic segmentation
style transfer
|
|
gptkbp:is_used_in
|
gptkb:musician
gptkb:battle
augmented reality
film production
video game development
art generation
|
|
gptkbp:requires
|
large datasets
computational resources
|
|
gptkbp:training
|
unpaired datasets
paired datasets
|
|
gptkbp:uses
|
conditional GA Ns
|
|
gptkbp:utilizes
|
multi-scale architecture
|