Big Fruit Computer Vision Model
Dataset Version
Generated on Jan 17, 2026
Notes: Tiles not grouped by photo or treeID
377 Total Images
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Dataset Split
Train Set 88%
330Images
Valid Set 6%
23Images
Test Set 6%
24Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1008x1008
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -40° and +40°
Shear: ±35° Horizontal, ±37° Vertical
Hue: Between -108° and +108°
Brightness: Between -52% and +52%
Noise: Up to 7.11% of pixels
Motion Blur: Length 10px, Angle: 0°, Frames: 1
Bounding Box: Noise: Up to 0.29% of pixels