Chris Doss

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Cars in Bike Lane (Instance Segmentation)

Instance Segmentation

Cars in Bike Lane (Instance Segmentation) Image Dataset

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Versions
2024-04-11 6:26am
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3 months ago
2024-04-10 10:42pm
v3
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3 months ago
2024-04-10 5:10pm
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3 months ago
2024-04-10 12:44pm
v1
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3 months ago
v1

2024-04-10 12:44pm

Generated on Apr 10, 2024
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2042 Total Images

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Dataset Split

Train Set 96%
1960Images
Valid Set 3%
57Images
Test Set 1%
25Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 10
Flip: Horizontal
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Exposure: Between -15% and +15%
Blur: Up to 1.5px