Capstone

capstone-alfre

Object Detection

capstone-alfre Image Dataset

v3

2023-10-03 3:02pm

Generated on Oct 3, 2023

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Pascal VOC XML
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Dataset Split

Train Set 91%
723Images
Valid Set 5%
38Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -30% and +30%
Brightness: Between -21% and +21%
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Blur: Up to 2px
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