Leaf Computer Vision Model

byAditia putraTask:
Object Detection
License:CC BY 4.09 views1 download
Versions
Dataset Version
v2

2023-11-15 8:49am

Generated on Nov 15, 2023

Dataset Split

Train Set 89%
87Images
Valid Set 8%
8Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -33° and +33°
Grayscale: Apply to 70% of images
Brightness: Between -35% and +35%
Blur: Up to 2.5px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%

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