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NVIDIA/pix2pixHD

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

View on GitHub↗Upstream NVIDIA/pix2pixHD↗

Builder

NVIDIA

NVIDIA

NVIDIA • big-tech

Stars

6,918

Using upstream star count

Forks

1,409

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Dec 1, 2017

Project creation date

README Summary

<img src='imgs/teaser_720.gif' align="right" width=360> <br><br><br><br> # pix2pixHD ### [Project](https://tcwang0509.github.io/pix2pixHD/) | [Youtube](https://youtu.be/3AIpPlzM_qs) | [Paper](https://arxiv.org/pdf/1711.11585.pdf) <br> Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic image-to-image translation. It can be used for turning semantic label maps into photo-realistic images or synthesizing portraits from face label maps. <br><br> [High-R

Community Evaluation

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AI Dev Skills

Unmapped

Adversarial TrainingComputer VisionConditional Image GenerationDeep Learning Architecture DesignFeature Matching LossGenerative Adversarial NetworksHigh-Resolution Image SynthesisImage-to-Image TranslationMulti-scale Discriminator Networks

Tags

Adversarial TrainingComputer VisionConditional Image GenerationDeep Learning Architecture DesignFeature Matching LossGenerative Adversarial NetworksHigh-Resolution Image SynthesisImage-to-Image TranslationMulti-scale Discriminator NetworksForkedGPU / CUDAGraspingPyTorchPythonResearch / PapersTensorFlowTutorial

Taxonomy

AI Trends

Generative AIHigh-Fidelity Content GenerationConditional Generation

category

Model TrainingInference & ServingComputer VisionRoboticsLearning Resources

Deployment Context

Self-hostedOn-premise

Industries

GamingEntertainmentArchitectureUrban PlanningAutonomous VehiclesDigital Art

Modalities

Image

Skill Areas

Generative Adversarial NetworksConditional Image GenerationHigh-Resolution Image SynthesisImage-to-Image TranslationComputer VisionDeep Learning Architecture DesignMulti-scale Discriminator NetworksFeature Matching LossAdversarial Training

tag

Computer VisionForkedGPU / CUDAGraspingPyTorchPythonResearch / PapersTensorFlowTutorial

Use Cases

Semantic Segmentation to Photorealistic Scene GenerationSketch to Photograph ConversionLabel Map to Street Scene SynthesisHigh-Resolution Image EnhancementVirtual Environment CreationData Augmentation for Computer Vision

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Inference & ServingPrimaryLearning ResourcesModel TrainingComputer VisionRoboticsSearch & Knowledge

PM Skills

Product DiscoveryUser Experience

Languages

Python100.0%

Timeline

Project created
Dec 1, 2017
Forked
Mar 14, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Nov 4, 2024

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