Multi-Lingual OCR Service

Note that this service is currently under active development and may change without warning. This note will be removed once the service stabilises

This services application uses optical character recognition (OCR) to identify text contained within images. This is a multi-lingual service and not restricted to Latin scripts. It works in three stages. First it determines the bounding boxes of related text within the image. Secondly it extracts the text from within each bounding box, before finally determining the language of the extracted text.

There are two ways to call this service. The first allows you to pass in the URL of an image to process, whilst the second allows you to upload an image to the service. Both of these approaches require calling the following endpoint (calls can be authenticated using a GATE Cloud API Key via Basic Authentication):

To process an image available at a publicly accessible URL then you can simple make a GET request passing the URL as the url query parameter.

If instead you wish to upload an image for processing then you need to POST the file contents to the endpoint instead.

By default the service will auto-detect the predominate script of the text within an image. In general this works reliably, but you can also explicitly set the script via a script query parameter. Currently supported values for this param are the ISO 15924 codes shown in the following table:

valuedescription
autoAuto Detect
arabArabic
bengBengali-Assamese
cyrlCyrillic
devaDevanagari
hansHan (simplified variant)
hantHan (traditional variant)
hangHangul
hrktKatakana and Hiragana
latnLatin
tamlTamil
teluTelugu

Regardless of exactly how you call the service the response will take the same form. Specifically the service returns a JSON array. Each element in the array describes a bounding box within the image where text was detected. An example of such an object would be

{
  "text": "Some text extracted from the image",
  "bounding_box": [[18,10],[1038,10],[1038,114],[18,114]],
  "language": {
    "code": "en",
    "name": "English",
    "probability": 0.6472072005271912
  },
  "script": {
    "code": "latn",
    "name": "Latin",
    "probability": 0.9970128536224365
  }
}

Service Demo

Whilst this service is primarily intended to be used as a REST API the following form allows you to test the URL based version and see the results and information produced.

150 free requests / day
Batch processing not available

Use this service

You can make up to 150 API calls per day free of charge, at an average rate of 2 calls/sec. Higher quotas are available for research users by arrangement, contact us for details.

The API base URL for this service is:

https://cloud-api.gate.ac.uk/process/ml-ocr

See the API documentation for more details.

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