Dataset Versions
v3
2021-10-08 11:07pm
Generated on Oct 8, 2021
1978 Total Images
View All Images
Dataset Split
Train Set 88%
1731Images
Valid Set 8%
165Images
Test Set 4%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±16° Horizontal, ±44° Vertical
Grayscale: Apply to 25% of images
Exposure: Between -20% and +20%