Dataset Versions

v1

2023-10-29 3:07am

Generated on Oct 29, 2023

Dataset Split

Train Set 92%
597Images
Valid Set 4%
26Images
Test Set 4%
26Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Mosaic: Applied