Dataset Versions
Versions
v1
color_v7
Generated on Jun 24, 2022
5125 Total Images
View All ImagesDataset Split
Train Set 94%
4842Images
Valid Set 6%
283Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -10% and +10%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each