Buildings Dataset

v3

2024-08-29 7:39pm

Generated on Aug 29, 2024

Dataset Split

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

Preprocessing

Resize: Fit within 240x240

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