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Thesis_Demo

Instance Segmentation

Thesis_Demo Image Dataset

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Versions
2024-01-16 11:56pm
v3
Jan 16, 2024
First Training
v2
Jan 11, 2024
v3

2024-01-16 11:56pm

Generated on Jan 16, 2024
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614 Total Images

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Dataset Split

Train Set 88%
540Images
Valid Set 6%
35Images
Test Set 6%
39Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: tray
Resize: Fill (with center crop) in 640x360

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%