vegetation Computer Vision Model
2105 Total Images
View All Images
Dataset Split
Train Set 95%
2005Images
Valid Set 3%
50Images
Test Set 2%
50Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±7° Horizontal, ±10° Vertical
Hue: Between -24° and +24°
Brightness: Between -24% and +0%
Blur: Up to 10px
Noise: Up to 5% of pixels