Dataset Versions
Versions
v1
2024-01-22 12:21am
Generated on Jan 21, 2024
1016 Total Images
View All Images
Dataset Split
Train Set 88%
891Images
Valid Set 8%
83Images
Test Set 4%
42Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 5 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 4px
Noise: Up to 1.96% of pixels