Dataset Versions
v1
emotion_dataset_5_classes
Generated on Dec 17, 2021
26921 Total Images
View All Images
Dataset Split
Train Set 94%
25425Images
Valid Set 6%
1496Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 96x96
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -30% and +30%
Noise: Up to 5% of pixels