Publication2025
Vision-based Classification of Sign Language Words using Deep Learning
The record
- Type
- Publication
- Date
- 1 January 2025
- Level
- National
- Journal
- Proceedings of 5th International Conference on Soft Computing for Security Applications Icscsa 2025
- Pages
- 1481-1486
- Published
- 1 January 2025
- DOI
- 10.1109/icscsa66339.2025.11171354
- Scopus ID
- 105018452498
- Authors
- 6
- Open access
- No
- Citations
- 0
- International co-authorship
- No
- Co-author countries
- IN
Classification
Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.
UN Sustainable Development Goals
10 Reduce inequality within and among countries
Transfer learning vision models classify Indian Sign Language hand gestures with 91.96% accuracy facilitating accessible communication for deaf and mute communities.
- High confidence
- The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
- Judged
- Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
9.5 Enhance scientific research, upgrade technological capabilities, and increase researchers and R&D spending
Application of convolutional neural networks and transfer learning techniques advances artificial intelligence capacity for accessibility technology development.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Viksit Bharat @2047
vb-3.2 Digital technology and artificial intelligence
Digital technology and AI application creates inclusive communication systems enabling reduced inequalities and social participation for disabled populations.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Each label above carries the instrument and the version that produced it. How each classification is reached.
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- 1
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Citing this record
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KIIT Deemed to be University. “Vision-based Classification of Sign Language Words using Deep Learning”. Kortex.