Phd studies

airplanes

Object Detection

airplanes Image Dataset

v3

2024-01-31 11:27am

Generated on Jan 31, 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 90%
270Images
Valid Set 7%
21Images
Test Set 3%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°