Dataset Versions
Versions
v1
2024-07-12 1:26pm
Generated on Jul 12, 2024
10989 Total Images
View All Images
Dataset Split
Train Set 88%
9621Images
Valid Set 8%
910Images
Test Set 4%
458Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels