Wasiu Yusuf

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deposit detection

Classification

deposit detection Image Dataset

Versions
preprocessed_augmented_185
v6
·
a year ago
preprocessed_augmented
v2
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a year ago
raw_no_preprocessing
v1
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a year ago
v6

preprocessed_augmented_185

Generated on Jul 18, 2023
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185 Total Images

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Dataset Split

Train Set 84%
156Images
Valid Set 11%
21Images
Test Set 4%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -9° and +9°
Brightness: Between -10% and +10%
Noise: Up to 5% of pixels