Dataset Versions

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Versions
2024-12-25 2:26pm
v11
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13 days ago
2024-12-25 1:18pm
v10
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13 days ago
2024-12-25 11:21am
v9
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13 days ago
2024-12-17 10:13pm
v8
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21 days ago
2024-09-25 6:23am
v7
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3 months ago
2024-09-23 5:42pm
v6
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3 months ago
2024-09-21 6:30pm
v5
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4 months ago
2024-09-21 8:12am
v4
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4 months ago
2024-09-18 6:02pm
v3
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4 months ago
2024-09-18 1:20pm
v2
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4 months ago
v8

2024-12-17 10:13pm

Generated on Dec 17, 2024
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305 Total Images

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Dataset Split

Train Set 92%
280Images
Valid Set 5%
15Images
Test Set 3%
10Images

Preprocessing

Resize: Fit (black edges) in 640x480
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 7
Grayscale: Apply to 10% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.3% of pixels

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