Real-Time Water Meter Recognition System for Edge Devices: OCR Studio’s Paper Published in the SPIE proceedings of ICMV 2025
Last year, OCR Studio made its debut at the 18th International Conference on Machine Vision (ICMV 2025) in Paris, France.
As more customer journeys in Algeria move online, KYC and onboarding increasingly begin and end in a browser. At the same time, businesses are obliged to design these processes around Algeria’s personal data protection rules. Law No. 18-07 requires lawful and fair handling, a specific purpose, proportionate data collection, security, and confidentiality. Transfers abroad are also strictly controlled and generally require prior authorization from the National Authority for the Protection of Personal Data. These requirements make unnecessary movement of ID data a material compliance and security concern.
In this blog post, we explain how a Zero-Trust client-side web ID scanner helps Algerian companies serving customers online comply with local data protection regulations – while streamlining onboarding and KYC processes in a browser.
Zero-Trust ID scanner reduces exposure by removing third parties from the data path. This provides a far more secure alternative to cloud-based processing, where personal data may be transmitted to third parties, increasing the risk of data breaches and unauthorized access.
On the contrary, during Zero-Trust ID scanning, the identity document is handled locally at the point of presentation – directly in a browser. The image and extracted data are never sent to cloud OCR platforms, crowdsourcing services, or remote operators. This approach helps Algerian organizations:
To sum up, Zero-Trust ID scanning supports the security, confidentiality, and proportionality principles in Algeria’s data protection framework.
Client-side web OCR outperforms cloud OCR as capture, ID scanning, and data extraction take place directly in the browser on the user’s device. Cloud solutions generally depend on internet connectivity, while remote infrastructure introduces friction, trust assumptions, and exposure points.
With browser-based client-side web OCR, ID or passport scanning runs locally on the end user’s device. The ID is captured from a smartphone camera or loaded as an image, and the structured fields are produced without any transmission to third-party providers.
The table below compares the two approaches:
| Criteria | Cloud OCR API | Client-Side Web OCR |
| Data route | The ID is uploaded to remote infrastructure | On-device ID scanner |
| ID scanning speed | Upload time and a server round trip add delay | Local ID scanning with near-instant output |
| Internet connectivity | A stable connection is required | ID scanning can continue even offline |
| Data exposure risk | Data passes through additional systems and networks, creating extra breach points | The document stays on the user’s device |
Keeping ID scanning processes on-device reduces data exposure and breach risk, removes an unnecessary transfer, and speeds up form completion. Automatic extraction also reduces manual typing and the corrections caused by input errors.
Moreover, customers do not need to install applications or plugins, open third-party services, or leave the current browser session. Faster, more convenient onboarding gives businesses a better chance of reducing abandonment and improving conversion. Businesses can assess the experience of privacy-focused web ID scanner with the OCR Studio’s Web Demo.
OCR Studio’s approach combines advanced OCR capabilities with broad ID coverage. The Web-Native SDK helps to run ID scanning in local browser memory, with no document image or extracted personal data transmitted.
The main capabilities of OCR ID-scan include:
The result is a faster, smoother onboarding, stronger data security, and a clearer path to compliance with Algeria’s data protection law.
Learn more about OCR Studio’s ID scanning solution
1. What does Zero-Trust client-side web ID scanning mean?
Zero-Trust client-side web ID scanning means that the document capture, scanning, and data extraction steps run directly on the user’s device inside the browser. The ID image and extracted fields are not sent to OCR providers, removing the external trust layer and making KYC independent of cloud platforms, remote servers, and third-party infrastructure.
2. Which Algerian identity documents can OCR Studio scan?
OCR Studio’s web ID scanner supports Algerian national ID cards, driver’s licences, and passports. These document types can be handled in the same browser-based workflow, while automatic document type detection removes the need for the customer to choose a template manually.
3. Can OCR Studio scan Arabic and Latin-based scripts in Algerian passports?
Yes. OCR Studio supports more than 100 languages, including Arabic, French, and English, which are used in Algerian passports. The solution also performs precise MRZ scanning within one workflow.
4. How does client-side ID OCR support compliance with Algeria’s data protection law?
Client-side ID OCR supports compliance by limiting unnecessary data movement and keeping ID images out of external infrastructure during scanning. This helps reduce third-party exposure, simplifies data-flow mapping, and avoids an unnecessary cross-border transfer at that stage.
5. How can a business test browser-based ID scanning for Algeria?
A business can open OCR Studio’s Web Demo in a desktop or mobile browser and test ID capture, scanning, and data extraction without installing an application or plugin. After evaluating speed, output, and usability, the SDK can be integrated into the company’s existing onboarding or KYC journey.
Last year, OCR Studio made its debut at the 18th International Conference on Machine Vision (ICMV 2025) in Paris, France.
Recently, OCR Studio released a Web Demo where everyone can try browser-based scanning of identity documents and machine-readable objects, including bank cards and barcodes.
In the modern world, the need for fast and reliable reading of identity document information is ever present and ever growing. Are you going to the airport, opening a bank account or checking in at a hotel? None of it would be possible without the MRZ (machine-readable zone) of an identity document, which allows the data to be transferred quickly and efficiently.
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