Image Compression Ratio Calculator
Create a bounded, browser-local image compression ratio calculator with visible assumptions, review guidance, and downloadable output.
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Create a bounded, browser-local image compression ratio calculator with visible assumptions, review guidance, and downloadable output.
Estimate uncompressed image memory from dimensions, colour depth, and image count.
Encode normalized Sobel luminance-gradient directions as an RGB normal-map PNG.
Render local colour from the most populated bounded luminance bin.
Scale every existing alpha value uniformly and export a transparency-safe PNG.
Create a tonal line sketch from grayscale, local averaging, inversion, and bounded color dodge.
Report visible decoded-luminance percentiles and their robust p95-minus-p5 span.
Report exact-RGBA horizontal and vertical run counts, means, and maxima.
Sort qualifying contiguous row pixels by luminance above an explicit threshold.
Report exact visible decoded RGBA tuple count and proportion.
Count occupied cells in a fixed four-level-per-channel RGB cube.
Apply independent bounded gains to decoded red, green, and blue channels.