Capstone

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Balanced

Classification

Balanced Image Dataset

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Versions
2023-05-25 2:50pm
v5
May 25, 2023
2023-05-25 1:23pm
v4
May 25, 2023
2023-05-20 11:31pm
v2
May 20, 2023
v5

2023-05-25 2:50pm

Generated on May 25, 2023
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1981 Total Images

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Dataset Split

Train Set 82%
1632Images
Valid Set 12%
233Images
Test Set 6%
116Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels