Dataset Versions
v1
2024-09-17 4:51am
Generated on Sep 17, 2024
2319 Total Images
View All Images
Dataset Split
Train Set 87%
2028Images
Valid Set 8%
195Images
Test Set 4%
96Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels