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Evaluating the Effect of Frame Rate in Sequence-Based Classification of Autism-Related Self-Stimulatory Hand Idiosyncrasies

arXiv cs.AI · 2026-07-10 Cached

This paper evaluates the effect of frame sampling rate on sequence-based classification of autism-related self-stimulatory hand behaviors using LSTM and GRU models, achieving up to 98.75% accuracy at a 15-frame interval, and analyzes data augmentation strategies for small behavioral video datasets.

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