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OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages
[article]
2021
arXiv
pre-print
AI technologies for Natural Languages have made tremendous progress recently. However, commensurate progress has not been made on Sign Languages, in particular, in recognizing signs as individual words or as complete sentences. We introduce OpenHands, a library where we take four key ideas from the NLP community for low-resource languages and apply them to sign languages for word-level recognition. First, we propose using pose extracted through pretrained models as the standard modality of data
arXiv:2110.05877v1
fatcat:3zawbhrfsbgdnczpmzzb3jqy4a