Dataset Versions

Versions
2024-05-27 6:24pm
v17
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6 months ago
2024-05-01 6:04pm
v16
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6 months ago
2024-04-30 9:37pm
v15
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7 months ago
2024-04-30 6:08pm
v14
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7 months ago
2024-04-30 12:04pm
v13
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7 months ago
v12_color
v12
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7 months ago
v11
v11
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7 months ago
2024-04-26 10:33pm
v10
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7 months ago
V9
v9
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7 months ago
2024-04-26 2:32pm
v8
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7 months ago
2024-04-25 8:58pm
v7
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7 months ago
Complete_version_of_K-UP
v6
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7 months ago
Good_version_noAerial
v5
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7 months ago
2024-04-09 4:31pm
v4
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7 months ago
Correct_working_fine
v3
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7 months ago
2024-04-09 9:51am
v2
·
7 months ago
2024-04-09 9:49am
v1
·
7 months ago
v12

v12_color

Generated on Apr 26, 2024
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1415 Total Images

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Dataset Split

Train Set 82%
1161Images
Valid Set 9%
125Images
Test Set 9%
129Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 600x600

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 25% of images
Hue: Between -24° and +24°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.56% of pixels

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