Dataset Versions
Versions
v1
2023-06-16 11:58pm
Generated on Jun 16, 2023
1080 Total Images
View All Images
Dataset Split
Train Set 88%
945Images
Valid Set 8%
90Images
Test Set 4%
45Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±5° Horizontal, ±5° Vertical
Saturation: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 3% of pixels