Dataset Versions
v2
2024-10-05 9:26am
Generated on Oct 5, 2024
13440 Total Images
View All Images
Dataset Split
Train Set 84%
11328Images
Valid Set 12%
1616Images
Test Set 4%
496Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 4 rows x 4 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Saturation: Between -25% and +25%
Noise: Up to 1.88% of pixels