Dataset Versions
Versions
v1
2023-04-04 11:43pm
Generated on Apr 4, 2023
1565 Total Images
View All Images
Dataset Split
Train Set 95%
1479Images
Valid Set 3%
51Images
Test Set 2%
35Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±20° Horizontal, ±20° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 15% size each
Mosaic: Applied