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Extract text from images and scanned PDFs by URL, in bulk

Read the text in images and scanned PDFs from a list of URLs: one row per line with confidence and position. Failed images are free.

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Image to Text OCR: images and scanned PDF OCR, per line
Image to Text OCR: images and scanned PDF OCR, per linesteadydata/image-ocr-text
URL
Text
Lines
Confidence
+5 fields
Text
Number
Boolean
List
Object

Input

Image or PDF URLs(required):https://raw.githubusercontent.com/madmaze/pytesseract/master/tests/data/test.png
Minimum confidence per line:0.5

Output fields

URL
Text
Lines
Confidence
W
H
Status
Error code
Error

How it works

Sign up on Apify or log in

The Image to Text OCR: images and scanned PDF OCR, per line Actor is ready to run with the inputs already set for "Extract text from images and scanned PDFs by URL, in bulk". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Extract text from images and scanned PDFs by URL, in bulk" task

The Image to Text OCR: images and scanned PDF OCR, per line Actor will start running based on the input automatically. You can also change all the input fields, like image or pdf urls and minimum confidence per line, to match your specific use case.

Receive the "Extract text from images and scanned PDFs by URL, in bulk" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as URL, text, lines, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Extract text from images and scanned PDFs by URL, in bulk" task via API.

Image

Integrate "Extract text from images and scanned PDFs by URL, in bulk" into your workflow

Connect "Extract text from images and scanned PDFs by URL, in bulk" with 100+ integrations, or run it via API or MCP.

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay

Frequently asked questions

Yes, printed ones read well; use the boxes to keep amounts next to their labels.

Latin-script languages (English, Dutch, German, French, Spanish and so on) and Chinese. Cyrillic, Arabic and Asian scripts other than Chinese are not supported.

No. The OCR runs inside the actor; nothing leaves Apify.

Until 2 November 2026, no. From 3 November 2026 an image that was read to the end without readable text costs $0.001 (image-checked); reading it uses the same computing time as an image with text.