Preran Kumar

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rings

Instance Segmentation

rings Image Dataset

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Versions
2023-09-15 1:07pm
v1
Sep 15, 2023
v1

2023-09-15 1:07pm

Generated on Sep 15, 2023
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77 Total Images

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Dataset Split

Train Set 90%
69Images
Valid Set 8%
6Images
Test Set 3%
2Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down