4KAgent

[NeurIPS 2025] 4KAgent: Agentic Any Image to 4K Super-Resolution. An intelligent computer vision agent that can magically restore any image to perfect-4K!

agentagentic-aicomputer-visionimage-enhancementimage-processingimage-restoration

Apache License 2.0

Created on May 27, 2025

Updated on Apr 3, 2026

Stars

781

Forks

44

Watchers

781

Open Issues

8

Repository Health Score

🧡

66/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Issues Analytics

12

Total Issues

All time

7

Open

58% of total

5

Closed

Recent Commits

4KAgent Code Release

Yushen Zuo•6 months ago

04179ffView on GitHub

Update README.md

Zhengzhong Tu•8 months ago

e58260eView on GitHub

initial upload README

mingyang5•8 months ago

e9bd990View on GitHub

Initial commit

Zhengzhong Tu•10 months ago

d118414View on GitHub

View all commits

large-language-models

llm

low-level

mllm

neurips

neurips-2025

super-resolution

vision-language-models

workflow

Community

781 stars, 44 forks

1/30

3%

Documentation

Has description, license

15/20

75%

Maintenance

1.0% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

76.2%

Jupyter Notebook

23.3%

MATLAB

0.2%

Shell

0.2%

HTML

0.1%

JavaScript

0.1%

CSS

0.0%

Dockerfile

0.0%

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

vztu

User

2

commits

2

YushenZuo

User

1

commits

3

myangwu

User

1

commits

Languages

Python

76.2%

Jupyter Notebook

23.3%

MATLAB

0.2%

Shell

0.2%

HTML

0.1%

JavaScript

0.1%

CSS

0.0%

Dockerfile

0.0%

Issues Analytics

12

Total Issues

All time

7

Open

58% of total

5

Closed

42% of total

2mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#2 Release 4KAgent model and DIV4K-50 dataset on Hugging Face

1

4

closed

2

#9 Reproduction Results Differ from Reported Results — Seeking Possible Causes

4

open

3

#5 Can we use local VLM for captioning?

2

closed

4

#1 Cool! Code release plan.

4

closed

5

#8 2GUPS

3

open

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

vztu

User

2

commits

2

YushenZuo

User

1

commits

3

myangwu

User

1

commits

Recent Commits

4KAgent Code Release

Yushen Zuo•6 months ago

04179ffView on GitHub

Update README.md

Zhengzhong Tu•8 months ago

e58260eView on GitHub

initial upload README

mingyang5•8 months ago

e9bd990View on GitHub

Initial commit

Zhengzhong Tu•10 months ago

d118414View on GitHub

View all commits

GitHub Explorer

4KAgent

Score Breakdown

Issues Activity: Last 6 months

Hottest Issues