Free · Runs on your device · No signup

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.