smithery/ljchg12-hue

image-enhancement

Enhance image quality using upscaling, denoising, color correction, and AI-powered tools

Installation

$ npx skills add smithery/ljchg12-hue --skill image-enhancement

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 1,228 B
  • docs SUMMARY.md 113 B

History

  1. First recorded snapshot · 0 installs

SKILL.md

Image Enhancement Skill

Improve image quality through upscaling, denoising, sharpening, and color correction.

When to Use

  • Low-resolution images
  • Noisy/grainy photos
  • Poor lighting correction
  • Professional photo editing

Core Capabilities

  • AI upscaling (2x, 4x, 8x)
  • Noise reduction
  • Sharpening
  • Color correction
  • Contrast/brightness adjustment
  • HDR enhancement

Tools

# ImageMagick
convert input.jpg -sharpen 0x1 -enhance output.jpg

# waifu2x (AI upscaling)
waifu2x-ncnn-vulkan -i input.jpg -o output.png -s 2

# Topaz Gigapixel AI
# Real-ESRGAN
realesrgan-ncnn-vulkan -i input.jpg -o output.jpg -s 4

Python (OpenCV)

import cv2
img = cv2.imread('input.jpg')
enhanced = cv2.detailEnhance(img, sigma_s=10, sigma_r=0.15)
cv2.imwrite('output.jpg', enhanced)

Best Practices

  • Start with highest quality source
  • Use AI upscaling for photos
  • Adjust settings iteratively
  • Compare before/after
  • Batch process similar images

Resources