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• W3164778539 abstract "Egocentric visual context detection can support intelligence augmentation applications. We created a wearable system, called PAL, for wearable, personalized, and privacy-preserving egocentric visual context detection. PAL has a wearable device with a camera, heart-rate sensor, on-device deep learning, and audio input/output. PAL also has a mobile/web application for personalized context labeling. We used on-device deep learning models for generic object and face detection, low-shot custom face and context recognition (e.g., activities like brushing teeth), and custom context clustering (e.g., indoor locations). The models had over 80% accuracy in in-the-wild contexts (~1000 images) and we tested PAL for intelligence augmentation applications like behavior change. We have made PAL is open-source to further support intelligence augmentation using personalized and privacy-preserving egocentric visual contexts." @default.
• W3164778539 created "2021-06-07" @default.
• W3164778539 creator A5061261923 @default.
• W3164778539 creator A5081457786 @default.
• W3164778539 date "2021-05-22" @default.
• W3164778539 modified "2023-09-27" @default.
• W3164778539 title "PAL: Intelligence Augmentation using Egocentric Visual Context Detection." @default.
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• W3164778539 hasPublicationYear "2021" @default.
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