Dataset Versions

v6

SP2_dataset_Yok_setting

Generated on Dec 24, 2022

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Dataset Split

Train Set 86%
144Images
Valid Set 11%
18Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -9° and +9°
Shear: ±9° Horizontal, ±9° Vertical
Exposure: Between -20% and +20%
Blur: Up to 2.5px
Bounding Box: Rotation: Between -9° and +9°
Bounding Box: Shear: ±8° Horizontal, ±9° Vertical
Bounding Box: Noise: Up to 5% of pixels

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