Dataset Versions
v1
2022-07-30 7:38pm
Generated on Jul 30, 2022
199 Total Images
View All Images
Dataset Split
Train Set 87%
174Images
Valid Set 8%
16Images
Test Set 5%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Rotation: Between -23° and +23°
Shear: ±22° Horizontal, ±24° Vertical
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Blur: Up to 3px
Bounding Box: Crop: 0% Minimum Zoom, 26% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 2.25px