Real-Time ISL Translation Model

Замовник: AI | Опубліковано: 28.10.2025

I need highly accurate deep-learning model that translates Indian Sign Language gestures into words or phrases. The core outcome I’m after is translation accuracy; latency can be modest as long as it feels near real time for a webcam feed. Key points • Input: live video through camera feed or MediaPipe/OpenPose keypoints. • Output: English word/phrase predictions rendered on a simple web page. • Platform: Web deployment only—TensorFlow JS or another browser-friendly approach is ideal. • Scope: deliver a working proof-of-concept with clear code, minimal UI, and instructions so I can test the model end to end. • Data: you may leverage public ISL datasets • Deadline: ASAP—please outline a realistic schedule for an initial demo and final hand-off. If you have prior sign-language projects, especially with keypoint-based pipelines or sign language translation models, mention them—I’ll prioritize proven experience.