Part B6H

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B6H

Instance Segmentation

B6H Image Dataset

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2024-03-19 3:41pm
v2
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3 months ago
2024-03-15 3:54pm
v1
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3 months ago
v2

2024-03-19 3:41pm

Generated on Mar 19, 2024
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7571 Total Images

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Dataset Split

Train Set 88%
6627Images
Valid Set 8%
621Images
Test Set 4%
323Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Bounding Box: Exposure: Between -10% and +10%