BenjaminPhilipenkoDev

Arctic Landscape Object Detect

Object Detection

Arctic Landscape Object Detect Image Dataset

v1

2024-03-21 2:01am

Generated on Mar 21, 2024

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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 88%
1680Images
Valid Set 8%
160Images
Test Set 4%
80Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels