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Weed Detection

Classification

Weed Detection Image Dataset

Versions
2023-09-19 12:12pm
v1
Sep 19, 2023
v1

2023-09-19 12:12pm

Generated on Sep 19, 2023
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22848 Total Images

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Dataset Split

Train Set 85%
19368Images
Valid Set 7%
1492Images
Test Set 9%
1988Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels