firesmoke

fire-smoke

Instance Segmentation

fire-smoke Image Dataset

v18

2024-06-18 2:14pm

Generated on Jun 18, 2024

Dataset Split

Train Set 88%
8436Images
Valid Set 8%
728Images
Test Set 4%
428Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%