Muhammad Amin Shahid

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Seg

Instance Segmentation

Seg Image Dataset

Versions
2024-02-17 5:56pm
v4
Feb 17, 2024
2024-02-17 9:52am
v3
Feb 17, 2024
2024-02-16 9:37pm
v2
Feb 16, 2024
2024-02-16 10:56am
v1
Feb 16, 2024
v4

2024-02-17 5:56pm

Generated on Feb 17, 2024
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7352 Total Images

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Dataset Split

Train Set 87%
6432Images
Valid Set 11%
827Images
Test Set 1%
93Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -40% and +40%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels