Dataset Versions
v1
2024-09-06 5:32pm
Generated on Sep 6, 2024
2678 Total Images
View All Images
Dataset Split
Train Set 93%
2478Images
Valid Set 4%
101Images
Test Set 4%
99Images
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°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.45% of pixels