Dataset Versions

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Versions
paper banana yolov8
v7
·
9 months ago
2023-12-21 1:20pm
v5
·
a year ago
2023-12-19 6:43pm
v3
·
a year ago
Add class non-banana
v2
·
a year ago
2023-11-09 10:10am
v1
·
a year ago
v7

paper banana yolov8

Generated on Feb 20, 2024
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1438 Total Images

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Dataset Split

Train Set 81%
1170Images
Valid Set 12%
168Images
Test Set 7%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x1080

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -20° and +20°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1px
Noise: Up to 1.51% of pixels

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