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Image to Prompt
Image to Prompt is a paid API for AI agents from agents.vimmerse.net, paid per call via MPP, price unknown, status unknown (last checked 2026-10-31).
Analyzes an image URL and returns a descriptive text prompt that captures the image's content and style.
Price / call—
Success—
StatusUnknown
How this service works
Describes **`image_url`** in one prompt (same as **POST /v2/text/prompt** with `"option": "Image2Prompt"`). ```python import requests r = requests.post( "https://api.vimmerse.net/v2/text/image-2-prompt", headers={"X-Api-Key": "YOUR_API_KEY", "Content-Type": "application/json"}, json={"image_url": "https://media.vimmerse.net/example/photo.jpg"}, timeout=120, ) print(r.json()) ```
Output
A single string containing a descriptive text prompt that characterizes the content, style, composition, colors, and key elements of the provided image — suitable for use as input to image generation models.
Example use cases
Reverse-engineer a reference image
“I have this inspiration photo at https://media.vimmerse.net/example/landscape.jpg — can you analyze it and give me a text prompt that captures its style, colors, and composition so I can recreate something similar?”
Build a prompt library from existing photos
“I have a product photo at https://cdn.mystore.com/product123.jpg — describe it as a detailed text prompt so I can save it to my prompt library for future image generation.”
Understand AI-generated image composition
“Can you look at this AI-generated artwork at https://gallery.example.com/ai-art-piece.png and tell me what text prompt was likely used to create it?”
Technical details
Endpoint
POSThttps://agents.vimmerse.net/v2/text/image-2-prompt?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to extract a text prompt or natural language description from an existing image URL in a single synchronous call. It is the dedicated shortcut for the Image2Prompt operation, equivalent to POST /v2/text/prompt with option Image2Prompt but simpler to call. Prefer it over general vision APIs when working within the Vimmerse ecosystem, especially if you need the output to feed back into Vimmerse image or video generation pipelines.
Side effects
- Invalid or inaccessible image URL returns an error
- Image URL points to a non-image resource causing processing failure
- Network timeout if the image is very large or the URL is slow to respond (120s timeout)
- Authentication failure if X-Api-Key is missing or invalid (402 or 401 response)
- Unsupported image format may result in an error or poor description
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| image_urlrequired | string |
Output
Schema · Response
{
"type": "string",
"title": "Response Generate Prompt From Image V2 Text Image 2 Prompt Post"
}Reviews
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