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Mendeley

Classification

Mendeley Image Dataset

Versions
2024-05-10 1:52am
v1
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2 months ago
v1

2024-05-10 1:52am

Generated on May 9, 2024
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3232 Total Images

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Dataset Split

Train Set 87%
2826Images
Valid Set 8%
269Images
Test Set 4%
137Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.05% of pixels