Dataset Versions
v1
2023-12-11 4:50pm
Generated on Dec 11, 2023
2240 Total Images
View All Images
Dataset Split
Train Set 88%
1968Images
Valid Set 8%
176Images
Test Set 4%
96Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 4 rows x 4 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 3.25px
Noise: Up to 5% of pixels
Cutout: 10 boxes with 20% size each