Dataset Versions
v8
2024-10-18 1:46am
Generated on Oct 18, 2024
1666 Total Images
View All Images
Dataset Split
Train Set 88%
1458Images
Valid Set 8%
138Images
Test Set 4%
70Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -24% and +24%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.18% of pixels