sulthonmb/ocr-receipt – Run with an API on Replicate

sulthonmb / ocr-receipt

OCR receipt into JSON

Cold

Public
635 runs
CPU

Run with an API

Playground API Examples README Versions

Input

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

npx create-replicate --model=sulthonmb/ocr-receipt

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 sulthonmb/ocr-receipt using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "sulthonmb/ocr-receipt:7d2b5300247f1e85742ebd824a693c55fe4e4f6d50caaccb1265834f399754d6",
  {
    input: {
      image: "https://replicate.delivery/pbxt/JBOFOmUfX5CA1S8SSgXT0SpvuYLDchyni4Kgk8yD7srz7EOo/image.jpeg"
    }
  }
);

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 sulthonmb/ocr-receipt using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "sulthonmb/ocr-receipt:7d2b5300247f1e85742ebd824a693c55fe4e4f6d50caaccb1265834f399754d6",
    input={
        "image": "https://replicate.delivery/pbxt/JBOFOmUfX5CA1S8SSgXT0SpvuYLDchyni4Kgk8yD7srz7EOo/image.jpeg"
    }
)
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 sulthonmb/ocr-receipt 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": "7d2b5300247f1e85742ebd824a693c55fe4e4f6d50caaccb1265834f399754d6",
    "input": {
      "image": "https://replicate.delivery/pbxt/JBOFOmUfX5CA1S8SSgXT0SpvuYLDchyni4Kgk8yD7srz7EOo/image.jpeg"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{"menu": [{"nm": "Nasi Campur Bali", "cnt": "1 x", "price": "75,000"}, {"nm": "Bbk Bengil Nasi", "cnt": "1 x", "price": "125,000"}, {"nm": "MilkShake Starwb", "cnt": "1 x", "price": "37,000"}, {"nm": "Ice Lemon Tea", "cnt": "1 x", "price": "24,000"}, {"nm": "Nasi Ayam Dewata", "cnt": "1 x", "price": "70,000"}, {"nm": "Free Ice Tea", "cnt": "3 x", "price": "0"}, {"nm": "Organic Green Sa", "cnt": "1 x", "price": "65,000"}, {"nm": "Ice Tea", "cnt": "1 x", "price": "18,000"}, {"nm": "Ice Orange", "cnt": "1 x", "price": "29,000"}, {"nm": "Ayam Suir Bali", "cnt": "1 x", "price": "85,000"}, {"nm": "Tahu Goreng", "cnt": "2 x", "price": "36,000"}, {"nm": "Tempe Goreng", "cnt": "2 x", "price": "36,000"}, {"nm": "Tahu Telor Asin", "cnt": "1 x", "price": "40,000."}, {"nm": "Nasi Goreng Samb", "cnt": "1 x", "price": "70,000"}, {"nm": "Bbk Panggang Sam", "cnt": "3 x", "price": "366,000"}, {"nm": "Ayam Sambal Hija", "cnt": "1 x", "price": "92,000"}, {"nm": "Hot Tea", "cnt": "2 x", "price": "44,000"}, {"nm": "Ice Kopi", "cnt": "1 x", "price": "32,000"}, {"nm": "Tahu Telor Asin", "cnt": "1 x", "price": "40,000"}, {"nm": "Free Ice Tea", "cnt": "1 x", "price": "0"}, {"nm": "Bebek Street", "cnt": "1 x", "price": "44,000"}, {"nm": "Ice Tea Tawar", "cnt": "1 x", "price": "18,000"}], "sub_total": {"subtotal_price": "1,346,000", "service_price": "100,950", "tax_price": "144,695", "etc": "-45"}, "total": {"total_price": "1,591,600"}}

{
  "completed_at": "2023-07-16T12:21:21.357986Z",
  "created_at": "2023-07-16T12:19:32.709760Z",
  "data_removed": false,
  "error": null,
  "id": "s5rkjyzbjlqewprny76vozb57i",
  "input": {
    "image": "https://replicate.delivery/pbxt/JBOFOmUfX5CA1S8SSgXT0SpvuYLDchyni4Kgk8yD7srz7EOo/image.jpeg"
  },
  "logs": null,
  "metrics": {
    "predict_time": 12.283875,
    "total_time": 108.648226
  },
  "output": "{\"menu\": [{\"nm\": \"Nasi Campur Bali\", \"cnt\": \"1 x\", \"price\": \"75,000\"}, {\"nm\": \"Bbk Bengil Nasi\", \"cnt\": \"1 x\", \"price\": \"125,000\"}, {\"nm\": \"MilkShake Starwb\", \"cnt\": \"1 x\", \"price\": \"37,000\"}, {\"nm\": \"Ice Lemon Tea\", \"cnt\": \"1 x\", \"price\": \"24,000\"}, {\"nm\": \"Nasi Ayam Dewata\", \"cnt\": \"1 x\", \"price\": \"70,000\"}, {\"nm\": \"Free Ice Tea\", \"cnt\": \"3 x\", \"price\": \"0\"}, {\"nm\": \"Organic Green Sa\", \"cnt\": \"1 x\", \"price\": \"65,000\"}, {\"nm\": \"Ice Tea\", \"cnt\": \"1 x\", \"price\": \"18,000\"}, {\"nm\": \"Ice Orange\", \"cnt\": \"1 x\", \"price\": \"29,000\"}, {\"nm\": \"Ayam Suir Bali\", \"cnt\": \"1 x\", \"price\": \"85,000\"}, {\"nm\": \"Tahu Goreng\", \"cnt\": \"2 x\", \"price\": \"36,000\"}, {\"nm\": \"Tempe Goreng\", \"cnt\": \"2 x\", \"price\": \"36,000\"}, {\"nm\": \"Tahu Telor Asin\", \"cnt\": \"1 x\", \"price\": \"40,000.\"}, {\"nm\": \"Nasi Goreng Samb\", \"cnt\": \"1 x\", \"price\": \"70,000\"}, {\"nm\": \"Bbk Panggang Sam\", \"cnt\": \"3 x\", \"price\": \"366,000\"}, {\"nm\": \"Ayam Sambal Hija\", \"cnt\": \"1 x\", \"price\": \"92,000\"}, {\"nm\": \"Hot Tea\", \"cnt\": \"2 x\", \"price\": \"44,000\"}, {\"nm\": \"Ice Kopi\", \"cnt\": \"1 x\", \"price\": \"32,000\"}, {\"nm\": \"Tahu Telor Asin\", \"cnt\": \"1 x\", \"price\": \"40,000\"}, {\"nm\": \"Free Ice Tea\", \"cnt\": \"1 x\", \"price\": \"0\"}, {\"nm\": \"Bebek Street\", \"cnt\": \"1 x\", \"price\": \"44,000\"}, {\"nm\": \"Ice Tea Tawar\", \"cnt\": \"1 x\", \"price\": \"18,000\"}], \"sub_total\": {\"subtotal_price\": \"1,346,000\", \"service_price\": \"100,950\", \"tax_price\": \"144,695\", \"etc\": \"-45\"}, \"total\": {\"total_price\": \"1,591,600\"}}",
  "started_at": "2023-07-16T12:21:09.074111Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/s5rkjyzbjlqewprny76vozb57i",
    "cancel": "https://api.replicate.com/v1/predictions/s5rkjyzbjlqewprny76vozb57i/cancel"
  },
  "version": "7d2b5300247f1e85742ebd824a693c55fe4e4f6d50caaccb1265834f399754d6"
}

Generated in

12.3 seconds

Tweak it Report

Run time and cost

This model costs approximately $0.0069 to run on Replicate, or 144 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 70 seconds. The predict time for this model varies significantly based on the inputs.

Readme

This model doesn't have a readme.