Dataset Versions
Versions
v1
2024-08-02 11:25am
Generated on Aug 2, 2024
2332 Total Images
View All Images
Dataset Split
Train Set 89%
2064Images
Valid Set 8%
184Images
Test Set 4%
84Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels