Dataset Versions

Saturation-Brightness-Hue

Crop-Flip-Rotate

Brightness-Hue-Rotate

Brightness-Hue-Flip

Brightness-Hue-Crop

Saturation-Hue-Rotate

Saturation-Hue-Flip

Saturation-Hue-Crop

Saturation-Brightness-Rotate

Saturation-Brightness-Flip

Saturation-Brightness-Crop

Flip-Rotate-Hue

Flip-Rotate-Brightness

Flip-Rotate-Saturation

Crop-Rotate-Hue

Crop-Rotate-Brightness

Crop-Rotate-Saturation

Crop-Flip-Brightness

Crop-Flip-Saturation

Saturation-Brightness-Hue

v47

Crop-Flip-Rotate

Generated on Apr 5, 2023

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1950 Total Images

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Dataset Split

Train Set 70%

1364Images

Valid Set 15%

293Images

Test Set 15%

293Images

Preprocessing

Resize: Stretch to 224x224

Augmentations

Outputs per training example: 1

Flip: Horizontal, Vertical

Crop: 0% Minimum Zoom, 30% Maximum Zoom

Rotation: Between -45° and +45°

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