Image to Text API: Extract Text from Photos with Code Examples

Turning a document, receipt, or handwritten note into machine-readable text used to require heavy on-premise software. Today, an OCR API lets you extract text from any image with a single HTTP request. Why Use an OCR API? Open-source engines like Tesseract demand careful preprocessing — deskewing, binarization, language tuning — before they produce usable output. A cloud OCR API handles all of that behind the scenes. No infrastructure — Skip GPU provisioning and model management Multilingual — Dozens of languages and scripts out of the box Handwriting recognition — Deep-learning models read cursive and messy handwriting Structured output — Bounding boxes, line-level text, and confidence values Code Example import requests url = " https://ocr-wizard.p.rapidapi.com/ocr " headers = { " x-rapidapi-host " : " ocr-wizard.p.rapidapi.com " , " x-rapidapi-key " : " YOUR_API_KEY " , } with open ( " document.jpg " , " rb " ) as f : response = requests . post ( url , headers = headers , files = {