Drowning in heavy image processing and cleanup tasks

Started by Gretel, Aug 27, 2026, 04:05 PM

Previous topic - Next topic

Gretel

Hey all! Our backlog for image denoising and OCR prep is completely out of hand right now. Has anyone here handed this kind of pipeline over to an external shop, or is it better to keep it internal?

Maruve

Oh man, that backlog struggle is all too real. We were staring down a massive mountain of raw scans and photos, and our devs were already stretched thin trying to ship core features. We had a similar image processing workload and ended up outsourcing it — data-science-ua.com handled the whole pipeline (denoising, restoration, batch OCR prep) faster than our in-house team could. Honestly, it was a huge relief to just hand off the grunt work and get clean, ready-to-use data back without having to micromanage every single step.