CNN Human Epmotions Dataset
v2
2023-08-28 8:32pm
Generated on Aug 28, 2023
634 Total Images
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Dataset Split
Train Set 88%
555Images
Valid Set 8%
53Images
Test Set 4%
26Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -6° and +6°
Shear: ±10° Horizontal, ±11° Vertical
Hue: Between -46° and +46°
Saturation: Between -41% and +41%
Blur: Up to 2.75px