See everything in your image, not just what you're looking for

It means our AI looks at your image and identifies what's in it — people, objects, scenes, text, brands, colors, lighting conditions. It's like having someone describe the photo to you in detail, except it's a computer model running six different detection passes at once. Don't expect it to read emotions or understand context — it identifies, it doesn't interpret.

Content Analyzer gives you structured data — a list of objects, labels, and confidence scores. Image Describer generates natural-language sentences and paragraphs. Use Content Analyzer when you need raw data (for tagging, filtering, or feeding into another system). Use Describer when you need human-readable text (for alt text, captions, or descriptions).

For common objects and scenes, we hit 90-97% on standard benchmarks. Performance drops in low light, heavy occlusion, or unusual angles — same as any computer vision system. That's why every detection comes with a confidence score. If something is marked at 65%, take it as a hint, not a fact. If it's at 95%, you can trust it.

No. We detect whether faces are present, estimate basic demographics (age range, apparent gender), and count how many people are in the shot — but we do not identify specific individuals or match faces against any database. We made a deliberate choice not to go there on privacy grounds.

English, Chinese, Japanese, Korean, Arabic, Cyrillic scripts, and most Latin-based languages — basically anything you'd commonly see on signs, screens, or documents. Handwriting is hit or miss — clear printed text works great, messy cursive, not so much.

The web interface handles one image at a time. If you need batch processing, our API supports it — you can send up to 50 images per request and get results back in JSON. Check the Contact page if you need API access.