Box Instance Segmentation

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Box_Segmentation

Instance Segmentation

Box_Segmentation Image Dataset

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Versions
2023-12-26 6:52pm
v5
Dec 26, 2023
2023-10-21 4:26pm
v4
Oct 21, 2023
2023-10-04 7:31pm
v3
Oct 4, 2023
2023-10-04 7:24pm
v2
Oct 4, 2023
2023-10-04 7:23pm
v1
Oct 4, 2023
v5

2023-12-26 6:52pm

Generated on Dec 26, 2023
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545 Total Images

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Dataset Split

Train Set 90%
492Images
Valid Set 6%
35Images
Test Set 3%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 1% of images
Brightness: Between -25% and +25%
Blur: Up to 0.25px
Noise: Up to 3% of pixels