Pomelo Ripeness Detection using YOLOv7 Network

Classification

Dataset Versions

v4

2023-08-11 2:58am

Generated on Aug 10, 2023

Dataset Split

Train Set 96%
432Images
Valid Set 2%
9Images
Test Set 2%
9Images

Preprocessing

Auto-Orient: Applied
Static Crop: 4-100% Horizontal Region, 28-100% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±7° Horizontal, ±15° Vertical

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