Sara Najafi

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trash_segmentation

Instance Segmentation

trash_segmentation Image Dataset

Versions
2022-08-07 5:15pm
v2
Aug 7, 2022
2022-08-06 10:22pm
v1
Aug 6, 2022
v2

2022-08-07 5:15pm

Generated on Aug 7, 2022
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319 Total Images

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Dataset Split

Train Set 95%
303Images
Valid Set 5%
16Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 550x550

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -45° and +45°
Saturation: Between -50% and +50%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels