vegetation Computer Vision Model
1080 Total Images
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Dataset Split
Train Set 68%
734Images
Valid Set 12%
128Images
Test Set 20%
218Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Brightness: Between -24% and +0%
Exposure: Between -16% and +16%