OLE Nepal's 'intelligent OCR' (iOCR) converts scanned Nepali/English documents into screen-reader-compatible e-books, filling a gap in Nepali-script OCR. Built with KDDI Foundation support, it serves schools for blind and deaf students in the Kathmandu Valley and Kaski.
163 items
Interactive learning items updated for accessibility (2024)
4 schools
Schools for visually-impaired students reached (Q1 2024)
2 schools
Schools for deaf students reached (2024)
Details
Maturity
Pilot
Promoter
Open Learning Exchange (OLE) Nepal, with KDDI Foundation
Period
2022–2024 (Enhanced Accessibility in Learning, Sept 2022–Dec 2023; i-OCR built Mar–Aug 2024)
Keywords
accessibility, assistive technology, optical character recognition, screen readers, special education
Context
OLE Nepal, headquartered in Lalitpur, built OLEN i-OCR between March and August 2024 to convert scanned Nepali- and English-language documents into EPUB files formatted for screen readers such as NVDA and Thorium — adding alt text, consistent heading structure and reflowed layout for tables, lists and poetry. The tool responds to a long-documented shortage of free OCR software for the Nepali script, and was developed under OLE Nepal's 'Enhanced Accessibility in Learning' project, funded by Japan's KDDI Foundation.
Activities
In the first quarter of 2024, OLE Nepal's team visited four schools for visually-impaired students (Shree Panchodaya, Purwanchal Gyan Chakshu, Shanti Namuna and Damkada Secondary Schools) to deploy screen-reader access to its E-Pustakalaya digital library, and two schools for deaf students (Shree Navajyoti Deaf School and Shrijana Resident Deaf School, Kaski) to integrate sign-language-supported content.
Results
With KDDI Foundation support, 163 interactive learning items were updated for accessibility in 2024. Neither OLE Nepal nor KDDI Foundation discloses the tool's underlying model architecture or publishes usage/accuracy statistics, so its technical AI claims cannot be independently verified beyond being described as 'intelligent' OCR.
Implementation
Indicative cost
Low (< €50k) — Small NGO project funded by a single foundation grant; cost_band set to low.
Time to results
Short (< 1 year) — Tool built in about six months (March–August 2024) under a project that ran September 2022–December 2023; timeline_band set to short.
Staffing & skills
OLE Nepal project team conducting school visits and deployment
Conditions for success
Funding partnership with Japan's KDDI Foundation
Integration with the existing E-Pustakalaya digital library and standard screen readers (NVDA, Thorium)
Offline-server deployment suited to low-connectivity areas
Common failure modes
No disclosed model architecture, training data or accuracy statistics
No reading-outcome or OCR-accuracy data published
Data sources
Where this practice's information was retrieved from, and when.
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