Harshuu

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Box Dimension

Instance Segmentation

Box Dimension Image Dataset

Try Pre-Trained Model
Versions
2024-06-21 10:46am
v2
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8 days ago
2024-06-17 12:01pm
v1
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12 days ago
v2

2024-06-21 10:46am

Generated on Jun 21, 2024
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2996 Total Images

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Dataset Split

Train Set 94%
2802Images
Valid Set 4%
131Images
Test Set 2%
63Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Blur: Up to 1.7px
Noise: Up to 1.04% of pixels