abiruyt/text-extract-ocr | Run with an API on Replicate

Cold

A simple OCR Model that can easily extract text from an image.

Public

89.9M runs

CPU

Run with an API

Pricing

Playground API Examples README Versions

Input

Run this model in Node.js with one line of code:

npx create-replicate --model=abiruyt/text-extract-ocr

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run abiruyt/text-extract-ocr using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "abiruyt/text-extract-ocr:a524caeaa23495bc9edc805ab08ab5fe943afd3febed884a4f3747aa32e9cd61",
  {
    input: {
      image: "https://replicate.delivery/pbxt/KhTOXyqrFtkoj2hobh1a4As6dYDIvNV2Ujbc0LbGD9ZguRwR/bowers.jpg"
    }
  }
);

console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run abiruyt/text-extract-ocr using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "abiruyt/text-extract-ocr:a524caeaa23495bc9edc805ab08ab5fe943afd3febed884a4f3747aa32e9cd61",
    input={
        "image": "https://replicate.delivery/pbxt/KhTOXyqrFtkoj2hobh1a4As6dYDIvNV2Ujbc0LbGD9ZguRwR/bowers.jpg"
    }
)

print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run abiruyt/text-extract-ocr using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "abiruyt/text-extract-ocr:a524caeaa23495bc9edc805ab08ab5fe943afd3febed884a4f3747aa32e9cd61",
    "input": {
      "image": "https://replicate.delivery/pbxt/KhTOXyqrFtkoj2hobh1a4As6dYDIvNV2Ujbc0LbGD9ZguRwR/bowers.jpg"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

The Life and Work of Fredson Bowers by G. THOMAS TANSELLE N EVERY FIELD OF ENDEAVOR THERE ARE A FEW FIGURES WHOSE AGCOM- plishment and influence cause them to be the symbols of their age; their careers and oeuvres become the touchstones by which the field is measured and its history told. In the related pursuits of analytical and descriptive bibliography, textual criticism, and scholarly editing, Fredson Bowers was such a figure, dominating the four decades after 1949, when his Principles of Bibliographical Description was pub- lished. By 1973 the period was already being called “the age of Bowers”: in that year Norman Sanders, writing the chapter on textual scholarship for Stanley Wells's Shakespeare: Select Bibliographies, gave this title to a section of his essay. For most people, it would be achievement enough to rise to such a position in a field as complex as Shakespearean textual studies; but Bowers played an equally important role in other areas. Editors of nineteenth-century American authors, for example, would also have to call the recent past “the age of Bowers,” as would the writers of descriptive bibliographies of authors and presses. His ubiquity in the broad field of bibliographical and textual study, his seemingly com- plete possession of it, distinguished him from his illustrious predeces- sors and made him the personification of bibliographical scholarship in his time. When in 1969 Bowers was awarded the Gold Medal of the Biblio- graphical Society in London, John Carter’s citation referred to the Principles as “majestic,” called Bowers's current projects “formidable,” said that he had “imposed critical discipline” on the texts of several authors, described Studies in Bibliography as a “great and continuing achievement,” and included among his characteristics ‘uncompromising seriousness of purpose” and “professional intensity.” Bowers was not unaccustomed to such encomia, but he had also experienced his share of attacks: his scholarly positions were not universally popular, and he expressed them with an aggressiveness that almost seemed calculated to

{
  "completed_at": "2024-04-06T13:38:56.924865Z",
  "created_at": "2024-04-06T13:38:55.280000Z",
  "data_removed": false,
  "error": null,
  "id": "nv3r0gsjp1rga0cepeha1shesr",
  "input": {
    "image": "https://replicate.delivery/pbxt/KhTOXyqrFtkoj2hobh1a4As6dYDIvNV2Ujbc0LbGD9ZguRwR/bowers.jpg"
  },
  "logs": null,
  "metrics": {
    "predict_time": 1.629017,
    "total_time": 1.644865
  },
  "output": "The Life and Work of\nFredson Bowers\n\nby\nG. THOMAS TANSELLE\n\nN EVERY FIELD OF ENDEAVOR THERE ARE A FEW FIGURES WHOSE AGCOM-\nplishment and influence cause them to be the symbols of their age;\ntheir careers and oeuvres become the touchstones by which the\nfield is measured and its history told. In the related pursuits of\n\nanalytical and descriptive bibliography, textual criticism, and scholarly\nediting, Fredson Bowers was such a figure, dominating the four decades\nafter 1949, when his Principles of Bibliographical Description was pub-\nlished. By 1973 the period was already being called “the age of Bowers”:\nin that year Norman Sanders, writing the chapter on textual scholarship\nfor Stanley Wells's Shakespeare: Select Bibliographies, gave this title to\na section of his essay. For most people, it would be achievement enough\nto rise to such a position in a field as complex as Shakespearean textual\nstudies; but Bowers played an equally important role in other areas.\nEditors of nineteenth-century American authors, for example, would\nalso have to call the recent past “the age of Bowers,” as would the writers\nof descriptive bibliographies of authors and presses. His ubiquity in\nthe broad field of bibliographical and textual study, his seemingly com-\nplete possession of it, distinguished him from his illustrious predeces-\nsors and made him the personification of bibliographical scholarship in\nhis time.\n\nWhen in 1969 Bowers was awarded the Gold Medal of the Biblio-\ngraphical Society in London, John Carter’s citation referred to the\nPrinciples as “majestic,” called Bowers's current projects “formidable,”\nsaid that he had “imposed critical discipline” on the texts of several\nauthors, described Studies in Bibliography as a “great and continuing\nachievement,” and included among his characteristics ‘uncompromising\nseriousness of purpose” and “professional intensity.” Bowers was not\nunaccustomed to such encomia, but he had also experienced his share of\nattacks: his scholarly positions were not universally popular, and he\nexpressed them with an aggressiveness that almost seemed calculated to\n\n",
  "started_at": "2024-04-06T13:38:55.295848Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/nv3r0gsjp1rga0cepeha1shesr",
    "cancel": "https://api.replicate.com/v1/predictions/nv3r0gsjp1rga0cepeha1shesr/cancel"
  },
  "version": "a524caeaa23495bc9edc805ab08ab5fe943afd3febed884a4f3747aa32e9cd61"
}

Generated in

1.6 seconds

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Run time and cost

This model costs approximately $0.00084 to run on Replicate, or 1190 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on CPU hardware. Predictions typically complete within 9 seconds. The predict time for this model varies significantly based on the inputs.

Readme

This model doesn't have a readme.