Dataset Versions
Versions
v4
2024-12-06 12:41pm
Generated on Dec 6, 2024
26948 Total Images
View All Images
Dataset Split
Train Set 90%
24246Images
Valid Set 6%
1645Images
Test Set 4%
1057Images
Preprocessing
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%