Start of Phase 1: Data Input & Occlusion Handling

Capture individual facial images from video feed

Is the face occluded?

Phase 3: Emotion Recognition with CNN

Phase 2: Facial Reconstruction with GAN

Generator Network: Generates complete face

Discriminator Network: Quality check of generated image

Data Aggregation & Display

Performance Analytics (Confusion Matrix, ROC, F1-Score)

Emotion Analytics (Heat maps, Emotion distribution charts)

Educator Interpretation & Action

Adapt Teaching, Student Support, Enhance Learning