Silent Alert: Advancing Women's Security Through Smart Sign Recognition And Ai

• Author(s):

  Dr.T.NIRMAL RAJ | G DEEPAK

• Keywords:

  Women's Safety, Hand Gesture Recognition, BiLSTM, MediaPipe, Twilio SMS, Real-time Alert System, AI, Video Classification

• Abstract:

  Women's Safety Is A Global Concern Requiring Immediate And Innovative Solutions. This Paper Introduces "Silent Alert," A Real-time Hand Gesture Recognition System That Detects Emergency And Rescue Signs Based On Video Input. Leveraging MediaPipe For Hand Landmark Extraction And A BiLSTM Model For Gesture Classification, The System Offers Accurate Recognition Of Dynamic Hand Gestures. Once A Recognized Gesture Is Detected, An Alert Is Automatically Dispatched Via Twilio SMS To Registered Guardians, Including The User's GPS Location. Our Experiments Demonstrate That This Method Significantly Improves Gesture Recognition Accuracy And Real-time Responsiveness, Making It A Practical Tool For Enhancing Personal Security.

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Other Details

• Paper id:

  IJSARTV11I5103652

• Published in:

  Volume: 11 Issue: 5 May 2025

• Publication Date:

  2025-05-23

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