lilgoose777
/

hospital-signs-nsl-model

Model card Files Files and versions

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

NSL Hospital Signs Model

Conv1D + Bidirectional LSTM model for Nepal Sign Language (hospital signs).

Signs recognized

I, body_head, body_stomach, doctor, fever, hello, sick, symptom_stomachache, thankyou, where

Performance

Best val accuracy: 98.50%
Confidence threshold: 0.86

Input format

Shape: (1, 30, 468) — 1 batch, 30 frames, 468 keypoints per frame
Keypoints from MediaPipe Holistic: pose(132) + face_selected(210) + left_hand(63) + right_hand(63)

Files

nsl_hospital_model.h5 — trained Keras model
threshold.json — confidence threshold + signs list

Downloads last month: -; Downloads are not tracked for this model. How to track

Inference Providers NEW

This model isn't deployed by any Inference Provider. 🙋 Ask for provider support