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water_pollution_chemical

Instance Segmentation

water_pollution_chemical Image Dataset

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Versions
2023-03-02 10:16am
v5
Mar 2, 2023
2023-02-28 4:41pm
v4
Feb 28, 2023
2023-02-28 4:19pm
v3
Feb 28, 2023
2023-02-28 3:18pm
v2
Feb 28, 2023
v5

2023-03-02 10:16am

Generated on Mar 2, 2023
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224 Total Images

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Dataset Split

Train Set 92%
207Images
Valid Set 4%
9Images
Test Set 4%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3px
Cutout: 3 boxes with 16% size each
Bounding Box: Noise: Up to 5% of pixels