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.
Xception: Deep learning with depthwise separable convolutions, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.