object detection

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Corn

Classification

Corn Image Dataset

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Versions
2024-02-23 12:01pm
v1
·
4 months ago
v1

2024-02-23 12:01pm

Generated on Feb 23, 2024
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9270 Total Images

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Dataset Split

Train Set 88%
8127Images
Valid Set 8%
759Images
Test Set 4%
384Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%