plantdetect

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ImageProcessingHousePlants

Classification

ImageProcessingHousePlants Image Dataset

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Versions
2022-12-12 4:58pm
v4
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2 years ago
2022-12-12 3:30pm
v3
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2 years ago
2022-12-12 3:24pm
v2
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2 years ago
2022-12-12 12:43pm
v1
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2 years ago
v4

2022-12-12 4:58pm

Generated on Dec 12, 2022
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333 Total Images

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Dataset Split

Train Set 87%
291Images
Valid Set 8%
28Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -41% and +41%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels