prethasprojects

tower-components

Object Detection

tower-components Image Dataset

v2

2023-02-21 12:30pm

Generated on Feb 21, 2023

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Dataset Split

Train Set 87%
279Images
Valid Set 8%
27Images
Test Set 4%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Rotation: Between -23° and +23°
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 7 boxes with 12% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise