test20230113

historical_period

Object Detection

historical_period Image Dataset

v4

2023-06-17 3:16pm

Generated on Jun 17, 2023

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Dataset Split

Train Set 83%
8448Images
Valid Set 12%
1236Images
Test Set 5%
460Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 5.25px
Noise: Up to 5% of pixels
Mosaic: Applied