Dataset Versions
v3
2023-12-01 11:16am
Generated on Dec 1, 2023
1609 Total Images
View All Images
Dataset Split
Train Set 93%
1500Images
Valid Set 5%
84Images
Test Set 2%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied