ricediseasedetector

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Rice Disease Types

Classification

Rice Disease Types Image Dataset

Versions
2024-02-06 1:36pm
v1
·
5 months ago
v1

2024-02-06 1:36pm

Generated on Feb 6, 2024
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25672 Total Images

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Dataset Split

Train Set 88%
22464Images
Valid Set 8%
2136Images
Test Set 4%
1072Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels