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architect hand drawing

Instance Segmentation

architect hand drawing Image Dataset

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Versions
2023-12-05 3:14pm
v1
Dec 5, 2023
v1

2023-12-05 3:14pm

Generated on Dec 5, 2023
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46780 Total Images

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Dataset Split

Train Set 91%
42696Images
Valid Set 7%
3452Images
Test Set 1%
632Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels