Dataset Versions

Try Pre-Trained Model
Versions
2022-03-27 8:28pm
v20
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3 years ago
2022-03-27 8:24pm
v19
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3 years ago
2022-03-27 8:12pm
v18
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3 years ago
try17final
v17
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3 years ago
try16
v16
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3 years ago
try15
v15
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3 years ago
try14
v14
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3 years ago
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v13
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try12
v12
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3 years ago
try11
v11
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3 years ago
try10
v10
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3 years ago
try9
v9
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3 years ago
try8
v8
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3 years ago
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v7
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3 years ago
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v6
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try5
v5
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3 years ago
try4
v4
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3 years ago
v17

try17final

Generated on Mar 27, 2022
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10525 Total Images

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Dataset Split

Train Set 89%
9315Images
Valid Set 10%
1052Images
Test Set 2%
158Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 10% of pixels
Cutout: 3 boxes with 35% size each
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 10% of pixels

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