normanfoster

9-10-11

Object Detection

9-10-11 Image Dataset

v4

2022-08-12 11:30am

Generated on Aug 12, 2022

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Dataset Split

Train Set 79%
282Images
Valid Set 10%
37Images
Test Set 10%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x1000

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom