Dataset Versions

Versions
2024-07-11 EffNetB5
v15
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5 months ago
2024-07-11 5:54am
v14
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5 months ago
2024-07-10 4:27am
v13
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5 months ago
2024-07-09 1:42pm
v11
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5 months ago
RAW
v10
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5 months ago
2024-07-09 1:21am
v9
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5 months ago
2024-07-07 11:41am
v8
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5 months ago
2024-07-07 10:28am
v7
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5 months ago
2024-07-07 7:07am
v6
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5 months ago
2024-07-07 6:36am
v5
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5 months ago
2024-07-07 5:06am
v4
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5 months ago
2024-07-07 3:45am
v3
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5 months ago
2024-07-07 3:42am
v2
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5 months ago
2024-07-07 3:06am
v1
·
5 months ago
v14

2024-07-11 5:54am

Generated on Jul 11, 2024
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3376 Total Images

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Dataset Split

Train Set 88%
2955Images
Valid Set 9%
290Images
Test Set 4%
131Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.45% of pixels

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