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Buildings Instance Segmentation

Instance Segmentation

Dataset Versions

Try Pre-Trained Model

resize640_2x-v2

Generated on Jan 10, 2023

Download Dataset

16429 Total Images

View All Images

Dataset Split

Train Set 82%

13528Images

Valid Set 12%

1934Images

Test Set 6%

967Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Rotation: Between -12° and +12°

Shear: ±2° Horizontal, ±2° Vertical

Grayscale: Apply to 10% of images

Hue: Between -20° and +20°

Saturation: Between -20% and +20%

Brightness: Between -20% and +20%

Exposure: Between -15% and +15%

Blur: Up to 0.5px

Cutout: 5 boxes with 2% size each

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Annotations

Group:

buildings

Kherson_2022_V2_R5C1_6000_6500_5500_6000.jpg

640x640

0.41MP

Updated Jun 8, 54997

3:10AM

GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Raw Data

Source Data

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    "label": [],
    "labels": [],
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    "numSteps": 2,
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    "updatedTimezone": "+00:00",
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Annotation Data

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            "type": "polygon",
            "label": "Building",
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            "y": 463.6864,
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}

Buildings Instance Segmentation

Dataset Versions

resize640_2x-v2

16429 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

Kherson_2022_V2_R5C1_6000_6500_5500_6000.jpg

Updated Jun 8, 54997

Generated by Roboflow

Testing Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data