Dataset Versions
v2
2024-04-17 10:15pm
Generated on Apr 17, 2024
3364 Total Images
View All Images
Dataset Split
Train Set 90%
3027Images
Valid Set 7%
240Images
Test Set 3%
97Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x768
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 5% of images
Saturation: Between -25% and +25%
Brightness: Between -5% and +5%
Exposure: Between -10% and +10%
Blur: Up to 1px