Passports and national ID cards carry Machine Readable Zones (MRZ) — standardized text lines that encode holder identity, document numbers, and expiry dates. Reading these zones reliably from a mobile camera is critical for border control, hotel check-in, and KYC workflows. This tutorial walks through building a SwiftUI iOS app...

Passport onboarding, hotel check-in, and KYC flows usually need more than plain OCR. You need MRZ parsing, document localization, and a reliable portrait crop from the same capture pipeline, ideally in the browser without shipping data to a server. This sample uses Dynamsoft Capture Vision on the web to read...

Extracting structured data from barcodes, passports, and physical documents typically demands separate native implementations for every platform. The Dynamsoft Capture Vision SDK bundles barcode reading, MRZ recognition, and document detection into one JavaScript-callable API, and .NET MAUI Blazor lets you host that API inside a cross-platform BlazorWebView — giving you...

Scanning physical documents with a phone or laptop camera—and getting a clean, de-skewed result instantly—is a common requirement in expense-management, healthcare, and contract-signing workflows. The Dynamsoft Capture Vision SDK handles the heavy lifting (boundary detection, perspective normalization) entirely in the browser via WebAssembly, so no server-side component is needed. What...

Document scanning software needs to handle skewed, perspective-distorted pages captured from any angle — a problem that trips up many image-processing pipelines. This tutorial walks through a Java Swing desktop application that combines the LiteCam camera library with the Dynamsoft Capture Vision SDK (DDN) v3.4.1000 to detect document borders in...

Modern web applications increasingly need to capture and process identity documents, QR codes, and barcodes directly in the browser. The Dynamsoft Capture Vision (DCV) SDK provides vision pipelines for barcode reading, MRZ (Machine-readable Zone) recognition, and document boundary detection—all running client-side in WebAssembly. This tutorial shows you how to build...

Web-based vision SDKs are an excellent fit for Electron: they run entirely in a Chromium renderer process, require no native add-ons, and can be distributed as a self-contained desktop application for Windows, macOS, and Linux. The Dynamsoft Capture Vision (DCV) SDK uses WebAssembly under the hood, which makes it a...

Document detection is a key feature in many modern desktop, mobile and web applications. Recently, Dynamsoft unleashed its Python Capture Vision SDK, which provides a groundbreaking solution for developers working across Windows, Linux, and macOS. While the SDK also supports barcode and MRZ detection, this tutorial will focus on its...

The Dynamsoft Capture Vision SDK offers advanced features for document detection and rectification. In this article, we will integrate document detection and rectification capabilities into the Angular project created in the previous tutorial. This article is Part 3 in a 5-Part Series. Part 1 - How to Implement Web TWAIN...