Dataset Versions

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Versions
2022-08-16 10:39am
v4
·
2 years ago
augmented-resized640by640
v3
·
3 years ago
resized-640by640
v2
·
3 years ago
raw-images
v1
·
3 years ago
v4

2022-08-16 10:39am

Generated on Aug 16, 2022
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13976 Total Images

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Dataset Split

Train Set 88%
12229Images
Valid Set 8%
1165Images
Test Set 4%
582Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Shear: ±3° Horizontal, ±2° Vertical
Saturation: Between -5% and +5%
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%

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