southern federal university

last-12

Object Detection

last-12 Image Dataset

v1

2022-12-03 12:04am

Generated on Dec 2, 2022

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Dataset Split

Train Set 88%
1896Images
Valid Set 8%
169Images
Test Set 4%
91Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 100% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -25% and +25%
as
droplet-droplet-classification-droplets
912 images
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drop-droplet-droplet-classification-droplets
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droplet-classification-droplets
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droplet-classification-droplets-droplet-classification-droplets
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