Dataset Versions
v1
2024-11-11 12:42pm
Generated on Nov 11, 2024
1245 Total Images
View All Images
Dataset Split
Train Set 87%
1089Images
Valid Set 6%
78Images
Test Set 6%
78Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -24% and +24%
Exposure: Between -10% and +10%
Noise: Up to 0.18% of pixels