Dataset Versions

v10

2024-06-12 6:18pm

Generated on Jun 12, 2024

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Dataset Split

Train Set 100%
432Images
Valid Set %
0Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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00_1_20240527_145723_166_1.jpg
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Raw Data

Annotations

Group:
ring

CLASSES

LAYERS

 
ring
2

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Attributes

00_1_20240527_145723_166_1.jpg

640x640
0.41MP

Updated Jun 12, 2024

1:18PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 94%
Centered on 26%, 53%
Resize Stretch to 640x640
90° Rotate Applied
Rotation -13°
Shear X: 6°
Y: -6°
Hue
Saturation 2%
Brightness 7%
Exposure -6%
Blur 1.75px
Noise 0.09%

Annotation History

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Raw Data

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    "label": [],
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