Dataset Versions
v4
2024-10-24 9:16am
Generated on
Oct 24, 2024
1169 Total Images
View All ImagesDataset Split
Train
Set
88%
1023Images
Valid
Set
8%
97Images
Test
Set
4%
49Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Rotation:
Between -45° and +45°
Shear:
±10° Horizontal, ±10° Vertical
Saturation:
Between -25% and +25%
Brightness:
Between -15% and +15%
Exposure:
Between -10% and +10%
Blur:
Up to 1.2px
Bounding Box: Flip:
Horizontal, Vertical
Bounding Box: 90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop:
0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation:
Between -15° and +15°
Bounding Box: Shear:
±10° Horizontal, ±10° Vertical
Bounding Box: Brightness:
Between 0% and +20%
Bounding Box: Exposure:
Between -10% and +10%