Dataset Versions
v3
2024-11-20 4:21pm
Generated on Nov 20, 2024
2000 Total Images
View All Images
Dataset Split
Train Set 87%
1749Images
Valid Set 8%
168Images
Test Set 4%
83Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -24° and +24°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 1.4% of pixels