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confidence-detection

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faizanjutt473 / Real-Time-Body-Language-Confidence-Detector-using-OpenCV-MediaPipe

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Real-time body language and confidence detector using OpenCV and MediaPipe. Extracts 15 pose-based features from webcam feed and classifies confidence level (Confident/Neutral/Low) via a trained RandomForest model with ~99% accuracy."

opencv machine-learning real-time computer-vision random-forest scikit-learn artificial-intelligence supervised-learning classification webcam pose-estimation joblib body-language mediapipe confidence-detection human-behavior-analysis
  • Updated Sep 4, 2026
  • Python

SaiSrujanReddyP / MachineLearning

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Vivalyse evaluates confidence and clarity in viva speech using MFCC/LPC audio features and BERT embeddings. Built a multimodal ML pipeline with audio preprocessing, feature extraction, ensemble models (RF, MLP, KNN), and SHAP explainability for interpretable speech evaluation.

nlp machine-learning audio-analysis mfcc speech-processing ai-in-education clarity-assessment confidence-detection ai-in-hr
  • Updated Mar 14, 2025
  • Jupyter Notebook

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