Dataset Versions
Versions
v1
2024-11-15 11:40pm
Generated on Nov 16, 2024
1588 Total Images
View All Images
Dataset Split
Train Set 88%
1392Images
Valid Set 8%
131Images
Test Set 4%
65Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%
Noise: Up to 1.96% of pixels
Cutout: 5 boxes with 10% size each