Review images

Score an image from 1 to 4 and list what is wrong with it, using a panel of reviewers. Two effort levels trade thoroughness for price.

POST /image/review scores one image and lists its defects and strengths. A panel of vision models reviews the image independently, and Mynth merges their verdicts. There is no model field. effort picks the panel.

import Mynth from "@mynthio/sdk";

const mynth = new Mynth();

const review = await mynth.image.review({
  url: "https://cdn.example.com/lighthouse.png",
  effort: "low",
});

console.log(review.score, review.summary);
for (const finding of review.findings) console.log(finding.severity, finding.finding);

`effort`	Panel	Price	Use it for
`high` (default)	five strong models	$0.30	final checks on hero images
`low`	three smaller models	$0.01	triage at volume

You pay only when the task succeeds. The body takes url and effort, and no webhook or metadata. The SDK also accepts a file.

The result#

{
  "score": 3,
  "summary": "Clean composition with one visible defect in the left hand.",
  "findings": [
    {
      "finding": "The left hand has six fingers",
      "category": "anatomy",
      "severity": "major",
      "where": "Bottom left, the hand resting on the railing",
      "confidence": "high"
    }
  ],
  "strengths": [{ "strength": "Warm, consistent lighting", "confidence": "medium" }]
}

Field	Meaning
`score`	1 to 4, higher is better. The median of the reviewers' scores
`summary`	A short prose summary
`finding`	What is wrong, in plain language
`category`	Usually `anatomy`, `text`, `composition`, `artifact`, `color`, or `lighting`. An open set
`severity`	`critical`, `major`, or `minor`
`where`	Where in the image, in plain language
`confidence`	`low`, `medium`, or `high`: how strongly the reviewers agreed

A finding or strength is reported only when at least two reviewers named it. Treat category as a label, not an enum: an unusual defect gets its own category. The rubric is revised from time to time, so compare scores taken around the same time rather than across months.

Next steps#

Rate images: sfw/nsfw, a different question from quality.
Pricing: the two effort prices.