Dataset Versions

Versions
2024-03-12 10:11pm
v16
·
8 months ago
2023-07-09 4:49pm
v15
·
a year ago
2023-05-21 8:46pm
v14
·
a year ago
2023-05-21 8:30pm
v11
·
a year ago
2023-05-18 8:24pm
v10
·
a year ago
2023-05-18 7:35pm
v9
·
a year ago
2023-05-18 7:33pm
v8
·
a year ago
2023-05-18 2:23pm
v7
·
a year ago
2023-05-17 8:09pm
v6
·
a year ago
2023-05-17 8:06pm
v5
·
a year ago
2023-05-17 8:04pm
v4
·
a year ago
2023-05-17 7:19pm
v3
·
a year ago
v15

2023-07-09 4:49pm

Generated on Jul 9, 2023
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2226 Total Images

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Dataset Split

Train Set 92%
2058Images
Valid Set 5%
110Images
Test Set 3%
58Images

Preprocessing

Resize: Stretch to 1920x1080
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 3% of pixels
Cutout: 10 boxes with 6% size each
Bounding Box: Exposure: Between -5% and +5%

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