Color Distribution Analyzer
Upload an image to see a chart of its most dominant colors.
About Color Distribution Analyzer
Analyze how colors are distributed across your images, designs, and interfaces with comprehensive statistical analysis. Understand color frequency, spatial distribution, and visual weight to optimize compositions and create more balanced designs.
Perfect for designers, photographers, and digital artists who need to understand color relationships, optimize visual hierarchy, and create more engaging compositions through strategic color placement and distribution.
Advanced Analysis Methods
Frequency Analysis
Measure how often each color appears in your image and identify dominant, secondary, and accent colors based on pixel frequency.
Spatial Distribution
Analyze where colors are positioned within the composition and how they relate to visual focal points and flow patterns.
Clustering Analysis
Group similar colors together and analyze how color clusters are distributed across different regions of your design.
Visual Weight Mapping
Calculate the visual impact of different colors based on their saturation, brightness, and area coverage within the composition.
Data Visualization Tools
Interactive Histograms
View color distribution through interactive histograms showing frequency across hue, saturation, and brightness dimensions.
Distribution Heatmaps
Generate visual heatmaps that show where specific colors or color ranges are concentrated within your image layout.
Pie Charts & Breakdowns
See proportional color distribution through pie charts and detailed percentage breakdowns of color usage.
Comparison Views
Compare color distribution between multiple images or different versions of the same design side-by-side.
Professional Applications
Composition Optimization
Analyze color balance in photographs and artwork to identify areas that need adjustment for better visual harmony.
Brand Consistency Analysis
Ensure consistent brand color distribution across marketing materials, websites, and product designs.
UI/UX Design Review
Analyze interface designs to ensure proper visual hierarchy and balanced color distribution across UI elements.
A/B Testing Support
Compare color distribution between different design variants to understand which arrangements perform better.
Frequently Asked Questions
What makes a good color distribution?
Good distribution typically features a dominant color (60%), secondary colors (30%), and accent colors (10%), but this varies based on design intent and emotional goals.
How can this help improve my photography?
By understanding color distribution, you can identify imbalanced compositions, adjust color grading, and create more visually appealing images with better color harmony.
Can I analyze vector graphics and illustrations?
Yes, the analyzer works with any image format including vector graphics converted to raster, allowing analysis of logos, illustrations, and icon designs.
How does spatial distribution affect viewer perception?
Color placement affects visual flow, attention direction, and emotional response. Colors in focal areas have more impact than those in peripheral regions.