Prediction

Model

cudanexus/ocr-surya:6bbfc505

ID

boxpbijbbkpujtmdcgxz5q5ofm

Status

Succeeded

Source

Web

Hardware

T4

Total duration

4m 14s

Created

almost 2 years ago

Webhook

–

Input

image: https://replicate.delivery/pbxt/KU3ZDwmFqwo7tsfY5m8OsN0XDJLqk2lvgSKOT5s7HFZOqkNq/D5300-1.jpg
page_number: 1
languages_choices: English
languages_input: English
action: Run OCR

{
  "action": "Run OCR",
  "image": "https://replicate.delivery/pbxt/KU3ZDwmFqwo7tsfY5m8OsN0XDJLqk2lvgSKOT5s7HFZOqkNq/D5300-1.jpg",
  "languages_choices": "English",
  "languages_input": "English",
  "page_number": 1
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_5Be**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";

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

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

const output = await replicate.run(
  "cudanexus/ocr-surya:6bbfc505be178d4c78abd48f0facb5f17dc8adbdc3f8401b708c78365d122318",
  {
    input: {
      action: "Run OCR",
      image: "https://replicate.delivery/pbxt/KU3ZDwmFqwo7tsfY5m8OsN0XDJLqk2lvgSKOT5s7HFZOqkNq/D5300-1.jpg",
      languages_choices: "English",
      languages_input: "English",
      page_number: 1
    }
  }
);

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=r8_5Be**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

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

output = replicate.run(
    "cudanexus/ocr-surya:6bbfc505be178d4c78abd48f0facb5f17dc8adbdc3f8401b708c78365d122318",
    input={
        "action": "Run OCR",
        "image": "https://replicate.delivery/pbxt/KU3ZDwmFqwo7tsfY5m8OsN0XDJLqk2lvgSKOT5s7HFZOqkNq/D5300-1.jpg",
        "languages_choices": "English",
        "languages_input": "English",
        "page_number": 1
    }
)

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=r8_5Be**********************************

This is your API token. Keep it to yourself.

Run cudanexus/ocr-surya 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": "cudanexus/ocr-surya:6bbfc505be178d4c78abd48f0facb5f17dc8adbdc3f8401b708c78365d122318",
    "input": {
      "action": "Run OCR",
      "image": "https://replicate.delivery/pbxt/KU3ZDwmFqwo7tsfY5m8OsN0XDJLqk2lvgSKOT5s7HFZOqkNq/D5300-1.jpg",
      "languages_choices": "English",
      "languages_input": "English",
      "page_number": 1
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

Object output with 3 properties

text

OCR completed.

image(tmpup9030rb.jpg)

Download output

jsona(ocr_text.txt)

Download output

Preview of text/plain file unavailable

Download output

{
  "id": "boxpbijbbkpujtmdcgxz5q5ofm",
  "model": "cudanexus/ocr-surya",
  "version": "6bbfc505be178d4c78abd48f0facb5f17dc8adbdc3f8401b708c78365d122318",
  "input": {
    "action": "Run OCR",
    "image": "https://replicate.delivery/pbxt/KU3ZDwmFqwo7tsfY5m8OsN0XDJLqk2lvgSKOT5s7HFZOqkNq/D5300-1.jpg",
    "languages_choices": "English",
    "languages_input": "English",
    "page_number": 1
  },
  "logs": "Detecting bboxes:   0%|          | 0/1 [00:00<?, ?it/s]\nDetecting bboxes: 100%|██████████| 1/1 [00:01<00:00,  1.17s/it]\nDetecting bboxes: 100%|██████████| 1/1 [00:01<00:00,  1.17s/it]\nRecognizing Text:   0%|          | 0/1 [00:00<?, ?it/s]/root/.pyenv/versions/3.11.8/lib/python3.11/site-packages/transformers/generation/utils.py:1518: UserWarning: You have modified the pretrained model configuration to control generation. This is a deprecated strategy to control generation and will be removed soon, in a future version. Please use and modify the model generation configuration (see https://huggingface.co/docs/transformers/generation_strategies#default-text-generation-configuration )\nwarnings.warn(\nRecognizing Text: 100%|██████████| 1/1 [00:04<00:00,  4.77s/it]\nRecognizing Text: 100%|██████████| 1/1 [00:04<00:00,  4.77s/it]\n<tempfile._TemporaryFileWrapper object at 0x7dbfd272e190> /tmp/tmpup9030rb.jpg",
  "output": {
    "image": "https://replicate.delivery/pbxt/pz8BUQIXW6KPJZGw98JlWzpGP59JFKQr6e2SYvshNTfaGUbSA/tmpup9030rb.jpg",
    "jsona": "https://replicate.delivery/pbxt/fJj6xOVoedjMXkVVWepkFWST2zPdeMK7q6Eqif4bMOqbzgaTC/ocr_text.txt",
    "text": "OCR completed."
  },
  "data_removed": false,
  "error": null,
  "source": "web",
  "status": "succeeded",
  "created_at": "2024-02-28T19:50:52.872348Z",
  "started_at": "2024-02-28T19:54:59.358136Z",
  "completed_at": "2024-02-28T19:55:07.347179Z",
  "urls": {
    "cancel": "https://api.replicate.com/v1/predictions/boxpbijbbkpujtmdcgxz5q5ofm/cancel",
    "get": "https://api.replicate.com/v1/predictions/boxpbijbbkpujtmdcgxz5q5ofm"
  },
  "metrics": {
    "predict_time": 7.989043,
    "total_time": 254.474831
  }
}

Generated in

8.0 seconds

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