Dataset Versions
v5
2023-02-20 1:35pm
Generated on Feb 20, 2023
584 Total Images
View All ImagesDataset Split
Train Set 88%
516Images
Valid Set 8%
48Images
Test Set 3%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels