CNNOnBoard

Boat Detection Model

Object Detection

Boat Detection Model Image Dataset

v1

V1Model

Generated on Jul 24, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 78%
8838Images
Valid Set 14%
1623Images
Test Set 8%
905Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 9 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images