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project1

Classification

project1 Image Dataset

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2023-12-08 8:17pm
v2
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7 months ago
2023-12-08 8:11pm
v1
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7 months ago
v2

2023-12-08 8:17pm

Generated on Dec 8, 2023
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384 Total Images

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Dataset Split

Train Set 88%
336Images
Valid Set 8%
32Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Grayscale: Apply to 38% of images
Hue: Between -31° and +31°
Blur: Up to 1px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 10% size each