Buildings Dataset

v2

2024-08-08 10:38am

Generated on Aug 8, 2024

Dataset Split

Train Set 100%
2199Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 20% of images
Brightness: Between -42% and +42%
Blur: Up to 2.5px
Noise: Up to 1.29% of pixels