muratbakir

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Arch&AI

Instance Segmentation

Arch&AI Image Dataset

Try Pre-Trained Model
Versions
2024-04-16 12:43am
v3
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2 months ago
2024-04-15 7:26pm
v2
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2 months ago
2024-04-15 7:05pm
v1
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2 months ago
v3

2024-04-16 12:43am

Generated on Apr 16, 2024
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545 Total Images

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Dataset Split

Train Set 80%
435Images
Valid Set 12%
66Images
Test Set 8%
44Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 2048x1080
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical