Dataset Versions

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Versions
simple_data_no_aug_224
v5
·
7 months ago
224_augmented
v4
·
7 months ago
simple_data
v3
·
7 months ago
data_v2
v2
·
7 months ago
2024-06-18 11:00am
v1
·
7 months ago
v4

224_augmented

Generated on Jun 20, 2024
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3360 Total Images

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Dataset Split

Train Set 88%
2940Images
Valid Set 8%
280Images
Test Set 4%
140Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.96% of pixels

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