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INV 1 - NTUST

Instance Segmentation

INV 1 - NTUST Image Dataset

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Versions
2024-04-13 11:05pm
v4
·
3 months ago
2024-04-13 4:51pm
v2
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3 months ago
v2

2024-04-13 4:51pm

Generated on Apr 13, 2024
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3252 Total Images

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Dataset Split

Train Set 82%
2664Images
Valid Set 14%
444Images
Test Set 4%
144Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Noise: Up to 0.1% of pixels