Docs/APIs/Image to Text

Image to Text

Extract text from images

OperationalCredits 10 per callp50 3477msAI/Computer VisionStar

Overview

Image to Text works by using Optical Character Recognition (OCR) to extract text from images. It supports various image formats and provides the extracted text in a structured format.

Endpoint

One host, one path per API. The block below shows this call in four languages; every one of them is the same HTTP request. Making requests covers the timeouts, retries and parameter rules that apply to all of them. The SDKs wrap the same call in a typed client.

POSThttps://api.apiverve.com/v1/imagetotext
curl -X POST https://api.apiverve.com/v1/imagetotext \
  -H "x-api-key: your_api_key_here" \
  -H "Content-Type: application/json" \
  -d '{
  "url": "https://findingtom.com/images/uploads/what-is-medium-com/article-image-15.png"
}'
const res = await fetch('https://api.apiverve.com/v1/imagetotext', {
  method: 'POST',
  headers: {
    'x-api-key': 'your_api_key_here',
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
  "url": "https://findingtom.com/images/uploads/what-is-medium-com/article-image-15.png"
}),
});

if (!res.ok) throw new Error(`${res.status} ${await res.text()}`);

const { data } = await res.json();
console.log(data);
import requests

res = requests.post(
    "https://api.apiverve.com/v1/imagetotext",
    headers={"x-api-key": "your_api_key_here"},
    json={
    "url": "https://findingtom.com/images/uploads/what-is-medium-com/article-image-15.png"
},
    timeout=15,
)
res.raise_for_status()

print(res.json()["data"])
package main

import (
	"fmt"
	"io"
	"net/http"
	"strings"
)

func main() {
	body := strings.NewReader(`{
  "url": "https://findingtom.com/images/uploads/what-is-medium-com/article-image-15.png"
}`)
	req, _ := http.NewRequest("POST", "https://api.apiverve.com/v1/imagetotext", body)
	req.Header.Set("Content-Type", "application/json")
	req.Header.Set("x-api-key", "your_api_key_here")

	res, err := http.DefaultClient.Do(req)
	if err != nil {
		panic(err)
	}
	defer res.Body.Close()

	out, _ := io.ReadAll(res.Body)
	fmt.Println(string(out))
}

Replace your_api_key_here with the key from your dashboard. When the inputs arrive as a list rather than one at a time, batch requests run up to 200 of them through this same API in a single call.

Authentication

Send your key in the x-api-key header. That is the only auth step — there is no token exchange and no per-endpoint scope to configure. Authentication covers creating, rotating and revoking keys.

401 is the only auth verdict

A 401 means the key is missing, invalid or expired. A 403 means the key is valid but not permitted here — blocked by a key restriction or an IP allow-list. Running out of credits is a 429.

Parameters

Sent as JSON in the request body. Premium parameters are accepted on every plan but only take effect on plans that include them.

ParameterTypeDescription
imageRequiredstringUpload an image file to extract text from (supported formats: JPG, PNG, GIF, max 5MB)

Response

Every API returns the same three top-level keys, so one response handler covers your whole integration: status, error and data. Only data changes shape. Response format covers the envelope, the other output formats and how premium fields are withheld.

Sample response
{
  "status": "ok",
  "error": null,
  "data": {
    "text": "Ayear after that (in 2021) I hired somebody tpHfelp me write blog posts for\nmy personal website.\n\nThe point is, | like reinvesting the money | make\nback into my business.",
    "confidence": 88,
    "words": 28,
    "characters": 170,
    "lines": 5
  }
}

Response fields

Paths are relative to data. Premium fields are absent rather than zeroed on plans that do not include them, so check for presence instead of comparing to 0.

FieldTypeExampleDescription
textstring"Ayear after that (in 2021) I hired somebody tpHfelp me write blog posts for my personal website. The point is, | like reinvesting the money | make back into my business."Extracted text content from the image using OCR
confidencePremiumnumber88OCR confidence level as percentage (0-100)
wordsPremiumnumber28Total number of words extracted from image
charactersPremiumnumber170Total character count in extracted text
linesPremiumnumber5Number of lines detected in extracted text

Errors

Read the HTTP status first, then error for the specific reason. The body names the parameter that has to change. Error handling covers the full status list and which of them are worth retrying.

StatusMeaningWhat to do
400Input was rejectedRead error; it names the parameter.
401Key missing or invalidCheck the header name and the key value.
403Key valid, but not permittedA key restriction or IP allow-list; see key scoping.
429Rate limited, or out of creditsRead error to tell them apart; see rate limits.

Set up Image to Text

Ready to put it to work? Set up Image to Text on APIVerve.

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