ChildEmotionDetection

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angrySadHappy_original

Classification

angrySadHappy_original Image Dataset

Versions
2023-06-05 11:07am
v4
·
a year ago
2023-06-04 5:03pm
v3
·
a year ago
2023-06-04 4:26pm
v1
·
a year ago
v3

2023-06-04 5:03pm

Generated on Jun 4, 2023
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2324 Total Images

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Dataset Split

Train Set 92%
2142Images
Valid Set 4%
92Images
Test Set 4%
90Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels