Dataset Versions

v8

2024-09-04 5:11pm

Generated on Sep 4, 2024

Dataset Split

Train Set 97%
1715Images
Valid Set 3%
60Images
Test Set %
0Images

Preprocessing

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

Augmentations

Outputs per training example: 5
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -13% and +13%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels