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Fria Mae C. Camello

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Conference Jul 2026

Edge-native static American Sign Language recognition using a lightweight geometric multilayer perceptron

A paradigm shift in TinyML assistive technology is demonstrated, proving that explicit mathematical sparsity outperforms high-dimensional deep learning for static spatial taxonomies.

Fria Mae C. Camello, Joshua F. Napiñas, Summer Ishi P. Rodrigo et al. · International Conference on... · 0 citations