Dataset Versions
v2
2024-04-11 11:33am
Generated on Apr 11, 2024
25072 Total Images
View All Images
Dataset Split
Train Set 92%
23136Images
Valid Set 4%
976Images
Test Set 4%
960Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 1.92% of pixels
Mosaic: Applied