Dataset Versions
v5
2024-06-28 3:24pm
Generated on Jun 28, 2024
1501 Total Images
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Dataset Split
Train Set 83%
1252Images
Valid Set 14%
213Images
Test Set 2%
36Images
Preprocessing
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x320
Tile: 2 rows x 3 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Noise: Up to 2.75% of pixels