GJ Lee

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crop test

Classification

crop test Image Dataset

Try Pre-Trained Model
Versions
2023-12-13 5:00pm
v2
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7 months ago
2023-12-13 4:30pm
v1
·
7 months ago
v1

2023-12-13 4:30pm

Generated on Dec 13, 2023
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31640 Total Images

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Dataset Split

Train Set 87%
27684Images
Valid Set 8%
2636Images
Test Set 4%
1320Images

Preprocessing

Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%