AI Project

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AI Project

Classification

AI Project Image Dataset

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Versions
2023-08-14 11:51pm
v1
Aug 14, 2023
v1

2023-08-14 11:51pm

Generated on Aug 14, 2023
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1372 Total Images

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Dataset Split

Train Set 87%
1200Images
Valid Set 8%
116Images
Test Set 4%
56Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-75% Horizontal Region, 23-84% Vertical Region
Resize: Stretch to 224x224
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 59% Maximum Zoom
Rotation: Between -18° and +18°
Grayscale: Apply to 100% of images