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The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • A TensorFlow-based Assistive Technology System for Users with Visual Impairments

    Davide Mulfari · 2018 · Proceedings of the 15th International Web for All Conference (W4A 2018)

    This extended abstract presents a wearable computer vision system that uses deep learning to classify objects in a blind user’s surroundings and provide audio descriptions via text-to-speech. The system addresses a limitation of smartphone-based object recognition apps: people…

    computer vision · deep learning · blind · visual impairment · wearable technology

  • Accessify: An ML Powered Application to Provide Accessible Images on Web Sites

    Shivam Singh, Anurag Bhandari, Nishith Pathak · 2018 · Proceedings of the 15th International Web for All Conference (W4A 2018)

    This demonstration paper presents Accessify, a browser plugin that uses machine learning to automatically generate alternative text descriptions for all images on a website, injecting them into the page’s DOM so screen readers can access them. The system addresses the persistent…

    alternative text · image accessibility · machine learning · browser extension · computer vision

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