Dataset Versions
Versions
v1
2024-08-02 7:12am
Generated on Aug 2, 2024
5768 Total Images
View All Images
Dataset Split
Train Set 87%
5040Images
Valid Set 8%
485Images
Test Set 4%
243Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Shear: ±24° Horizontal, ±14° Vertical
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 3.79% of pixels