A reproducible image-upscaling pipeline with quality checks
Upscaling is often presented as a single operation: send an image in, receive a larger one. In a...
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Upscaling is often presented as a single operation: send an image in, receive a larger one. In a...
Every photo you've ever uploaded was probably too big. A phone photo straight from the camera is...
Every freelancer and small team knows this moment: a client sends a folder of iPhone photos, you try...
Documentation sites have a quiet weight problem, and it is almost always screenshots. A docs page...
Search "Amazon image size" and you get twenty blog posts with slightly different numbers. When I...

Spinners, success checkmarks, a waving mascot on an empty state, chat stickers: small looping...
Open-source project pages live or die by their screenshots. A crisp hero shot at the top of a README...
Picking the wrong image format can triple your page weight for zero visual gain. Here is the...
Images are usually the heaviest part of any web page, and the format you choose decides how heavy....
Short answer: use an image generation API for the first asset, then use a separate upscaling and...
Images are usually the heaviest part of a web page. Compressing them is the single fastest way to...

On a screenshot, JPEG q80 at 4:4:4 beat q90 at 4:2:0 on coloured text and was 19,871 bytes smaller. The sharp and Pillow code, measured.