Masters thesis

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Europe Landmarks Classification

Classification

Europe Landmarks Classification Image Dataset

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Versions
2024-04-16 5:51pm
v3
Apr 16, 2024
2024-01-28 5:01pm
v2
Jan 28, 2024
2024-01-13 10:41pm
v1
Jan 13, 2024
v2

2024-01-28 5:01pm

Generated on Jan 28, 2024
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7836 Total Images

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Dataset Split

Train Set 90%
7053Images
Valid Set 8%
626Images
Test Set 2%
157Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 224x224

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%