BlueVetaUpright
Tells you exactly how to un-rotate any product photo
1 follower
Tells you exactly how to un-rotate any product photo
1 follower
BlueVetaUpright is a purpose-built API that detects whether a product photo is sideways or upside-down, and tells you the exact rotation needed to fix it — with a calibrated confidence score for every answer. Real, measured accuracy: above 95% on clean rotations, above 90% with extra tilt, above 80% on the hardest cases. Beat ChatGPT's vision model 91.1% to 75.9% in a 400-photo benchmark. A specialized model, not a general vision model repurposed for this job. Free interactive demo, no signup.
Launch Team
CloudflareStill paying to deploy your apps? Try Cloudflare Workers for free
Promoted
Hi Product Hunt! I'm Tomer, founder of BlueVeta.
I built this because every e-commerce photo tool silently assumes it's getting an upright photo — and a real share of seller uploads aren't. Sideways, upside-down, awkward angles. Most AI vision pipelines, including general-purpose ones like ChatGPT, get surprisingly unreliable the moment the input itself is rotated wrong.
BlueVetaUpright is a small, specialized model built to solve just that one problem well. We benchmarked it directly against ChatGPT on 400 real photos and it won by 15 points (91.1% vs. 75.9%) — full methodology is public.
Try the free demo, no signup: blueveta.com/upright
Full research paper: blueveta.com/upright/research
Would love feedback, especially from anyone building on user-uploaded images.