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• The ORBIT India Dataset: Understanding the Challenges of Collecting a Disability-First AI Dataset in Low-Resource Environments

  Gesu India, Martin Grayson, Cecily Morrison, Daniela Massiceti, Simon Robinson, Jennifer Pearson, Matt Jones · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

  This paper introduces ORBIT-India, the first teachable object recognition dataset contributed entirely by people who are blind or have low vision in India. It extends the UK/Canada-collected ORBIT dataset (Massiceti et al., 2021) to the Indian context — home of the world's…

  AI · accessibility · datasets · teachable object recognition · vision impairment

• Generative AI for Teachers with Vision Impairments in the Global South: A Bridge Too Far?

  Manohar Swaminathan, Tarini Naik · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

  This mixed-methods study examines the readiness and capacity of teachers with vision impairments (TVIs) in India to leverage generative AI technologies in their teaching practice. The research combines in-depth interviews with 15 TVIs from 10 schools in Karnataka and a…

  generative AI · vision impairment · education · Global South · India

• Designing an Accessible Clothing Tag System for People with Vision Impairments

  Michele A. Williams, Kathryn Ringland, Amy Hurst · 2013 · Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility (Assets '13)

  This short paper explores the design of accessible clothing identification systems for people with vision impairments. The authors note that many clothing characteristics — color, pattern, fabric type, care instructions — are inherently visual and therefore inaccessible. People…

  vision impairment · blind users · RFID · wearable technology · daily living

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