PNG to CSV Converter

Tool rating: 0 people found this tool terrific

Convert PNG images to CSV format, extracting pixel data, color analysis, and image metadata.

✓ Extract Pixel Information✓ Color Distribution Analysis✓ Image Metadata Export

Higher values extract fewer pixels for better performance with large images.

CSV Result

CSV output will appear here

Upload a PNG image and click "Convert to CSV"

Why Convert PNG to CSV?

Converting PNG images to CSV format makes image data accessible for analysis, processing, and visualization in various applications:

  • Data Analysis: Extract pixel data for numerical analysis in spreadsheets or data analysis tools.
  • Machine Learning: Create datasets for training image processing and computer vision models.
  • Color Analysis: Study color distribution and frequencies for design, art, or scientific research.
  • Data Visualization: Use image data to create custom visualizations and charts.
  • Image Processing: Convert image data for custom processing algorithms or filters.
  • Education: Understand how digital images are structured at the pixel level.

Key Features

Extraction Modes

  • • Pixel Data: Extract RGB/A values and positions for individual pixels.
  • • Color Analysis: Generate statistics on color distribution and frequency.
  • • Metadata: Extract image dimensions, average colors, luminance, and more.

Customization Options

  • • Adjustable pixel sampling rate for large images
  • • Filter for most frequent colors or extract all colors
  • • Include/exclude transparent pixels
  • • Customizable CSV columns (position, RGBA, hex codes)
  • • Visual CSV preview with color swatches

How to Use

  1. Upload a PNG image using the file uploader.
  2. Select an Extraction Mode:
    • Pixel Data: Extracts individual pixel information (position, color values).
    • Color Analysis: Analyzes color distribution and frequency.
    • Metadata: Extracts overall image information.
  3. Configure Options:
    • For Pixel Data: Set the sampling rate to control how many pixels are extracted.
    • For Color Analysis: Choose between all colors or only unique colors and set a maximum color count.
    • For CSV formatting: Select which data columns to include (position, RGBA, hex).
  4. Click the "Convert to CSV" button.
  5. Preview the generated CSV data in the table view.
  6. Copy the CSV to your clipboard or download it as a file.

Extraction Modes Explained

Pixel Data Mode

This mode extracts information about individual pixels from the image. You can adjust the sampling rate to reduce the output size for large images. Each row in the CSV represents a single pixel, with options to include:

  • X/Y coordinates of the pixel
  • Red, Green, Blue, and Alpha (transparency) values
  • Hexadecimal color code representation

Ideal for detailed image analysis, creating pointillist visualizations, or extracting specific pixel information.

Color Analysis Mode

This mode analyzes the color distribution in the image. It counts the occurrence of each unique color and provides frequency information. Options include:

  • Extracting all unique colors or only the most frequently used colors
  • Setting a maximum number of colors to include in the output
  • Including or excluding fully transparent pixels

Perfect for palette extraction, color scheme analysis, or studying the color composition of images.

Metadata Mode

This mode extracts overall information about the image, including:

  • Image dimensions (width, height) and aspect ratio
  • Average RGB color values across the image
  • Average luminance (brightness) and predominant tone
  • Percentage of transparent pixels

Useful for cataloging images, creating image databases, or quick analysis of image characteristics.

Practical Applications

Data Analysis & Visualization

  • • Extract image data for analysis in spreadsheets
  • • Create custom data visualizations from image information
  • • Generate heatmaps from image pixel intensity
  • • Analyze color distributions for design research

Machine Learning & AI

  • • Create training datasets for image recognition models
  • • Extract features for computer vision algorithms
  • • Prepare image data for clustering and classification
  • • Convert image data for custom neural network inputs

Creative & Educational

  • • Study color composition in art and photography
  • • Create generative art from image data
  • • Teach concepts of digital imaging and pixel structure
  • • Convert images for alternative visualization methods
  • • Extract color palettes from reference images for design projects

Frequently Asked Questions

What's the maximum image size this tool can handle?

The maximum file size for upload is 10MB. However, for large images (high resolution), we recommend using the pixel sampling option in Pixel Data mode to extract a representative subset of pixels rather than every pixel. This improves performance and produces more manageable CSV files.

Why would I use the Color Analysis mode instead of Pixel Data mode?

Color Analysis mode focuses on the distribution of colors rather than individual pixels. This is useful when you're interested in the overall color composition of an image rather than specific pixel locations. It produces a much smaller CSV file with statistics about color frequency, which is ideal for palette extraction or studying color usage in images.

Are my image files stored on your servers?

No, all processing happens directly in your browser using client-side JavaScript. Your image files are never uploaded to our servers, ensuring complete privacy and security.

Can I use this tool for images other than PNG?

This tool is specifically designed for PNG images. PNG is ideal because it supports transparency (alpha channel) and lossless compression, ensuring accurate pixel data extraction. If you need to convert other image formats to CSV, consider converting them to PNG first.

What's the format of the CSV output?

The CSV format depends on the extraction mode and options you select. By default, it includes a header row and the data columns you've enabled (position, RGBA values, hex codes). Each row represents either a pixel (in Pixel Data mode), a unique color (in Color Analysis mode), or a property-value pair (in Metadata mode). The columns are separated by commas, following standard CSV format.

Video Tutorial

Comments

Please sign in to leave a comment

No comments yet

Be the first to share your thoughts! Your feedback helps us improve our tools and inspires other users.

More Image Tools

AVIF to Base64 Converter

Convert AVIF images to Base64 string for embedding in HTML/CSS.

AVIF to BMP Converter

Convert AVIF images to BMP (Bitmap) format, with options for 24-bit or 32-bit depth and transparency handling.

AVIF to ICO Converter

Convert AVIF images to ICO format for favicons, supporting multiple sizes and transparency.

AVIF to JPG Converter

Convert AVIF images to JPG format, with quality control, transparency flattening, and resizing.

AVIF to PNG Converter

Convert AVIF images to PNG format, preserving transparency and offering resizing options.

AVIF to WebP Converter

Convert AVIF images to WebP format with lossless/lossy options, quality control, and resizing.

Black & White Image Converter

Convert colored images to black and white

BMP to Base64 Converter

Convert BMP (Bitmap) images to Base64 string for embedding in HTML/CSS.

BMP to ICO Converter

Convert BMP (Bitmap) images to ICO format for favicons and Windows icons, supporting multiple sizes and transparency control.

BMP to JPG Converter

Convert BMP (Bitmap) images to JPG format with quality control.

BMP to PNG Converter

Convert BMP (Bitmap) images to PNG format, preserving transparency.

BMP to TGA Converter

Convert BMP (Bitmap) images to TGA (Truevision Targa) format, preserving transparency and offering 24-bit or 32-bit output.

BMP to WebP Converter

Convert BMP (Bitmap) images to WebP format with lossless/lossy options and resizing.

GIF to AVIF Converter

Convert GIF images to AVIF, with frame selection for animated GIFs, quality control, and compression options.

GIF to BMP Converter

Convert GIF images to BMP (Bitmap) format, with frame selection, 24-bit or 32-bit output, and transparency handling.

GIF to HEIC Converter

Convert GIF images to HEIC, with frame selection for animated GIFs, quality control, and transparency handling.

GIF to ICO Converter

Convert GIF images to ICO format for favicons and Windows icons, with the ability to select a specific frame from animated GIFs.

GIF to JPG Converter

Convert GIF images to JPG, with frame selection for animated GIFs, quality control, and resizing.

GIF to PNG Converter

Convert GIF images to PNG, with frame selection for animated GIFs, transparency control, and resizing.

GIF to TGA Converter

Convert GIF images to TGA, with frame selection for animated GIFs, color depth options, and transparency handling.

GIF to WebP Converter

Convert GIF images to WebP, with frame selection for animated GIFs, lossless/lossy options, and transparency control.

HEIC to BMP Converter

Convert HEIC (High Efficiency Image File Format) images to BMP (Bitmap) format. Note: BMP files are typically much larger and do not support transparency.

HEIC to Excel Converter

Convert HEIC (iPhone) images to Excel (.xlsx) files, extracting pixel data, color analysis, or metadata.

HEIC to ICO Converter

Convert HEIC (iPhone) images to ICO format for favicons, supporting a single size and transparency.

HEIC to JPG Converter

Convert HEIC (High Efficiency Image File Format) images to JPG format with quality control.

HEIC to PNG Converter

Convert HEIC (High Efficiency Image File Format) images to PNG format, preserving transparency.

HEIC to WebP Converter

Convert HEIC (High Efficiency Image File Format) images to WebP format with lossless/lossy options and transparency.

ICO to Base64 Converter

Convert ICO (Icon) files to Base64 string for embedding in HTML/CSS.

ICO to BMP Converter

Convert ICO (Icon) files to BMP (Bitmap) format, extracting embedded images and controlling color depth.

ICO to JPG Converter

Convert ICO (Icon) files to JPG/JPEG format, extracting embedded images and controlling quality.

ICO to PNG Converter

Convert ICO (Icon) files to PNG format, extracting embedded images and preserving transparency.

ICO to WebP Converter

Convert ICO (Icon) files to WebP format, extracting embedded images and controlling quality (lossy/lossless).

Image Blurrer

Blur entire images or specific parts

Image Border Editor

Add and stylize borders to any image

Image Color Inverter

Invert the colors of any image

Image Cropper

Crop images as you please

Image Darkener

Darken images using different filters

Image Flipper

Flip images in any direction

Image Font Identifier

Identify the font type within text in images

Image Grain Filter

Add a grain effect to images

Image Lightener

Lighten images using different filters

Image Metadata Viewer

Check the metadata associated with any image

Image Neon Filter

Spice your images up with a neon effect

Image Pixelator

Pixelate images with varying intensity

Image Rotator

Rotate images using any angle

Image Size Checker

Check image dimensions, file size, format, and other properties.

Image Sepia Filter

Add a sepia/vintage filter to images

Image Sharpener

Sharpen images using various options

Image to ASCII Converter

Convert images to ASCII art

Image to Cross Stitch Pattern Converter

Convert images to cross stitch patterns (grandma approved)

Image Watermarker

Add watermarks to existing images in various formats

JPG Compressor

Reduce JPG/JPEG file size with quality control and batch options.

JPG to Base64 Converter

Get Base64 encoded JPG metadata

JPG to BMP Converter

Convert JPG/JPEG images to uncompressed BMP format.

JPG to CSV Converter

Obtain a downloadable CSV file based on JPG images

JPG to Excel Converter

Create an Excel file based on JPG image data

JPG to ICO Converter

Convert JPG/JPEG images to ICO format for favicons, supporting a single size and background color control.

JPG to JSON Converter

Get JSON code based on JPG metadata

JPG to PNG Converter

Convert JPG images to PNG, with options for transparency and batch processing.

JPG to TGA Converter

Convert JPG (JPEG) images to TGA (Truevision Targa) format, with options for 24-bit or 32-bit depth and resizing.

JPG to WebP Converter

Convert JPG/JPEG images to WebP format with lossless/lossy options.

JPG to XML Converter

Create XML code from JPG metadata

JXL to BMP Converter

Convert JXL (JPEG XL) images to BMP (Bitmap) format, with options for 24-bit or 32-bit depth, transparency handling, and resizing.

JXL to ICO Converter

Convert JXL (JPEG XL) images to ICO format for favicons and Windows icons, supporting multiple sizes and transparency control.

JXL to JPG Converter

Convert JXL (JPEG XL) images to JPG format, with quality control, transparency flattening, and resizing.

JXL to PNG Converter

Convert JXL (JPEG XL) images to PNG format, preserving transparency and offering resizing options.

JXL to TGA Converter

Convert JXL (JPEG XL) images to TGA (Truevision Targa) format, with options for 24-bit or 32-bit depth, transparency handling, and resizing.

JXL to WebP Converter

Convert JXL (JPEG XL) images to WebP format with lossless/lossy options, transparency control, and resizing.

PNG Compressor

Reduce PNG file size by optimizing colors (posterize) and resizing.

PNG to Base64 Converter

Get Base64 encoded PNG metadata

PNG to BMP Converter

Convert PNG images to BMP format, handling transparency.

PNG to Excel Converter

Create an Excel file based on PNG image data

PNG to ICO Converter

Convert PNG images to ICO format for favicons, supporting a single size and transparency.

PNG to JPG Converter

Convert PNG images to JPG with quality control and batch processing.

PNG to JSON Converter

Get JSON code based on PNG metadata

PNG to TGA Converter

Convert PNG images to TGA (Truevision Targa) format, preserving transparency and offering 24-bit or 32-bit output.

PNG to TIFF Converter

Convert PNG images to TIFF (Tagged Image File Format), preserving transparency, and offering various compression and color depth options.

PNG to WebP Converter

Convert PNG images to WebP format with lossless/lossy options.

PNG to XML Converter

Create XML code from PNG metadata

Round Image Corners

Round the corners of an image

SVG to AVIF Converter

Convert SVG (Scalable Vector Graphics) images to AVIF format, rasterizing vector graphics.

SVG to Base64 Converter

Convert SVG (Scalable Vector Graphics) images to Base64 string for embedding in HTML/CSS.

SVG to ICO Converter

Convert SVG (Scalable Vector Graphics) images to ICO format for favicons and Windows icons, rasterizing vector graphics.

SVG to JPG Converter

Convert SVG (Scalable Vector Graphics) images to JPG (JPEG) format, rasterizing vector graphics.

SVG to PNG Converter

Convert SVG (Scalable Vector Graphics) images to PNG (Portable Network Graphics) format, rasterizing vector graphics.

SVG to WebP Converter

Convert SVG (Scalable Vector Graphics) images to WebP format, rasterizing vector graphics.

TGA to BMP Converter

Convert TGA (Truevision Targa) images to BMP (Bitmap) format, preserving transparency and offering 24-bit or 32-bit output.

TGA to ICO Converter

Convert TGA (Truevision Targa) images to ICO format for favicons and Windows icons, supporting multiple sizes and transparency control.

TGA to JPG Converter

Convert TGA (Truevision Targa) images to JPG/JPEG format, with quality control, transparency flattening, and resizing.

TGA to PNG Converter

Convert TGA (Truevision Targa) images to PNG format, preserving transparency and offering lossless output.

TIFF to ICO Converter

Convert TIFF (Tagged Image File Format) images to ICO format for favicons and Windows icons, supporting a single size and transparency.

TIFF to JPG Converter

Convert TIFF (Tagged Image File Format) images to JPG (JPEG) format, with quality control, transparency flattening, and resizing.

TIFF to PNG Converter

Convert TIFF (Tagged Image File Format) images to PNG (Portable Network Graphics) format, preserving transparency and quality.

TIFF to WebP Converter

Convert TIFF (Tagged Image File Format) images to WebP format with lossless/lossy options, quality control, and resizing.

WebP to AVIF Converter

Convert WebP images to AVIF format for superior compression, with quality control and resizing.

WebP to Base64 Converter

Encode WebP images into Base64 strings, with options for data URI prefix and line wrapping.

WebP to BMP Converter

Convert WebP images to BMP (Bitmap) format, with options for 24-bit or 32-bit depth and transparency handling.

WebP to ICO Converter

Convert WebP images to ICO format for favicons, supporting a single size and transparency.

WebP to JPG Converter

Convert WebP images to JPG format with quality and transparency options.

WebP to PNG Converter

Convert WebP images to PNG format, preserving transparency.