Dataset Versions
v4
2023-03-18 9:30am
Generated on Mar 18, 2023
156 Total Images
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Dataset Split
Train Set 75%
117Images
Valid Set %
0Images
Test Set 25%
39Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -30% and +30%
Noise: Up to 7% of pixels
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 15% of pixels