Dataset Versions
v1
2024-12-26 10:55pm
Generated on Dec 26, 2024
3683 Total Images
View All Images
Dataset Split
Train Set 88%
3243Images
Valid Set 8%
283Images
Test Set 4%
157Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-73% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 3% Maximum Zoom
Noise: Up to 0.14% of pixels
Cutout: 2 boxes with 10% size each
Bounding Box: Rotation: Between -10° and +10°