Dataset Versions
v5
2023-11-08 5:51pm
Generated on Nov 8, 2023
229 Total Images
View All Images
Dataset Split
Train Set 89%
204Images
Valid Set 11%
25Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -70° and +70°
Brightness: Between -14% and +14%
Noise: Up to 3% of pixels