electronicliujiang / Learnbot-Emotion-Recognition-Proposed-Model

Landmarks - Masks - Cascades (Hog - Gabor - LBP) - Action Units - Xgboost

     Learnbot Emotion Recognition Proposal Model

Documentation:

Learnbot Emotion Recognition(Idea Proposal)

• Aim of Model
• Feature
• Hardware Requirments
• Software Requirments
• Action Units (AUs) and Facial Action Coding System (FACS)
• Xgboost
• Flowchart
• Overview
• Methodology
• Face Detection and Ranking
• Pre - Processing
• Facial Landmarks
• Face Masking
• Multi - Cascade Detectors
• AUs Xgboost (xgb_1_1)
• Xgboost Classifier(xgb_1_2)
• Full – Xgboost (xgb_2)
• Fused Result
• Concise Output
• Steps towards accuracy

Optional DNN model:

• CNN-LSTM