A 0.30M-parameter from-scratch CNN matches ImageNet-pretrained backbones on a new expert-validated 38-class Bangla sign language benchmark and runs on commodity phones.
Deep learning for sign language recognition: Current techniques, benchmarks, and open issues
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Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model
A 0.30M-parameter from-scratch CNN matches ImageNet-pretrained backbones on a new expert-validated 38-class Bangla sign language benchmark and runs on commodity phones.