Dataset Versions

v1

2024-12-04 5:47pm

Generated on Dec 4, 2024

Dataset Split

Train Set 92%
2985Images
Valid Set 4%
124Images
Test Set 4%
119Images

Preprocessing

Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%