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Image Histogram and Exposure Analyzer

Inspect RGB and luminance distributions, mean brightness, and near-black/near-white clipping from a local photo sample.

Why this tool is different

Histograms reveal tonal distribution that can be hard to judge from a display alone. The tool shows channel and luminance shape alongside clipping estimates without assigning a simplistic 'good exposure' score.

Requirements and recommendations

Read the tonal distribution

  • Load the final or near-final image.
  • Inspect the luminance shape before interpreting individual RGB channels.
  • Use clipping percentages as evidence, then confirm visually whether the extremes are intentional.
How OpenFileTools processes it

Local processing, explicit choices.

OpenFileTools draws the image into a bounded analysis canvas, samples RGBA pixels, builds 256-bin RGB/luminance distributions, and reports local clipping percentages.

Frequently asked

Questions, answered.

Does a spike at the right mean the image is bad?

No. Bright backgrounds and high-key scenes can produce intentional right-side peaks. Look at clipping and the image together.

Is the photo uploaded?

No. Pixel analysis stays in the browser.

Related guide

Learn more about this task.

Read the related guide