Usama Naeem

FaceEmotionDetection

Classification

FaceEmotionDetection Image Dataset

v1

fer2013

Generated on Dec 12, 2021

Dataset Split

Train Set 87%
9909Images
Valid Set 8%
954Images
Test Set 4%
477Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -25% and +25%