Dataset Versions

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Versions
New-data
v12
·
a month ago
2024-03-04 1:23pm
v11
·
10 months ago
2024-01-05 12:32am
v7
·
a year ago
Current training data
v6
·
a year ago
2023-09-01 11:39am
v5
·
a year ago
2023-02-03 12:08pm
v2
·
2 years ago
2023-01-11 4:31pm
v1
·
2 years ago
v12

New-data

Generated on Dec 17, 2024
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7774 Total Images

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Dataset Split

Train Set 87%
6801Images
Valid Set 8%
646Images
Test Set 4%
327Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x362
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.4px
Noise: Up to 0.54% of pixels

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