BlueVetaUpright
BlueVetaUpright is a purpose-built API that tells you if a product photo is sideways or upside-down, and provides the exact rotation needed to fix it with high accuracy.
BlueVetaUpright is a specialized API designed to detect if a product photo is rotated sideways or upside-down and provides the precise fix. It is built for users who rely on AI vision models in their marketing pipelines, ensuring that product imagery is always correctly oriented before processing.
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Overview
BlueVetaUpright is an API that solves a major problem in AI marketing pipelines. When product photos are sideways or upside-down, they break downstream AI vision models, which are documented to drop accuracy to around 40% on rotated images.
The system is not based on a single model's guess. It combines geometric checks with two independently trained AI models, each reading the photo differently. A third, smaller trained AI then acts as a 'second opinion,' deciding which of the first two answers to trust, similar to how a careful human reviewer would operate.
Features
- Detect sideways or upside-down photos: The API tells you if a product photo is rotated and provides the exact rotation needed to fix it.
- 4-axis rotation check: It shows the real 4-axis rotation check (0/90/180/270 degrees) and also catches fine-tilt angles.
- Trustworthy results: When the system is not confident or a camera tag disagrees with the visual data, it states this plainly instead of guessing.
- Lossless 4-axis fix: The API only returns the lossless 4-axis fix, meaning the image quality is never compromised by resampling.
Pricing
The $3 minimum is a one-time charge on your first purchase of credits, not a separate fee. Credits never expire, and every credit after the minimum is used exactly as you call the API.
Who It's For
It is designed for those who need reliable product photography checks and are running automated AI marketing pipelines.
Frequently Asked Questions
What does BlueVetaUpright actually detect?
It detects if a product photo is sideways or upside-down and tells you exactly how to fix it.
How accurate is it?
It is above 95% accurate on the core rotation and above 95% overall. It also clears 80% on the hardest realistic tilts.
What do I send, and what do I get back?
You can send raw image bytes or a public URL. You get back fields like rotation needed, confidence scores, and optionally, the photo already rotated for you.
Is there a minimum purchase?
Yes, there is a $3 minimum to start.
Why not just use a general-purpose vision API?
General vision models are documented to drop accuracy to around 40% on rotated images, which is why this specialized tool was built.
Product Info
Launched October 27, 2026