Dataset Versions
v1
2023-10-22 11:49pm
Generated on Oct 22, 2023
15121 Total Images
View All ImagesDataset Split
Train Set 87%
13230Images
Valid Set 8%
1261Images
Test Set 4%
630Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -27° and +27°
Hue: Between -59° and +59°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 3.75px
Noise: Up to 6% of pixels