archeoUnior

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Al-Baleed archeological objects classification

Classification

Al-Baleed archeological objects classification Image Dataset

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Versions
2024-02-20 2:26pm
v5
Feb 20, 2024
2023-05-28 12:12am
v4
May 27, 2023
2023-05-16 12:28pm
v3
May 16, 2023
2023-05-16 12:22pm
v2
May 16, 2023
2023-05-16 12:18pm
v1
May 16, 2023
v5

2024-02-20 2:26pm

Generated on Feb 20, 2024
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1368 Total Images

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Dataset Split

Train Set 88%
1197Images
Valid Set 8%
114Images
Test Set 4%
57Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 62 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Noise: Up to 0.1% of pixels
Cutout: 5 boxes with 25% size each