Chuwaandulam Chuk

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water bottle

Instance Segmentation

water bottle Image Dataset

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Versions
2023-11-01 10:03pm
v3
·
8 months ago
2023-10-26 4:09pm
v2
·
8 months ago
2023-10-26 1:58pm
v1
·
8 months ago
v1

2023-10-26 1:58pm

Generated on Oct 26, 2023
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76 Total Images

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Dataset Split

Train Set 87%
66Images
Valid Set 9%
7Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -29° and +29°
Grayscale: Apply to 45% of images
Saturation: Between -45% and +45%
Brightness: Between -28% and +28%
Blur: Up to 2.5px
Bounding Box: Shear: ±4° Horizontal, ±15° Vertical