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dntt

Instance Segmentation

dntt Image Dataset

Versions
2023-08-20 6:11pm
v1
·
10 months ago
v1

2023-08-20 6:11pm

Generated on Aug 20, 2023
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16496 Total Images

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Dataset Split

Train Set 88%
14508Images
Valid Set 6%
988Images
Test Set 6%
1000Images

Preprocessing

Resize: Stretch to 448x448
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns
Modify Classes: 53 remapped, 165 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical