Dataset Versions

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Versions
resize640_2x-v2
v4
·
2 years ago
resize512_aug2x
v3
·
2 years ago
resize640_aug2x
v2
·
2 years ago
raw-images
v1
·
2 years ago
v4

resize640_2x-v2

Generated on Jan 10, 2023
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16429 Total Images

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Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image

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

Similar Projects

See More
Buildings Instance Segmentation
Annotate
4 / 12
Show/hide annotations(H)
valid
Labels
Attributes
Raw Data

Annotations

Group:
buildings

Classes

Layers

 
Building
27

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

tyrol-w25-41-_png.jpg

640x640
0.41MP

Updated Jun 8, 54997

3:10AM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "VIzXJtTwU8LPKOMnvOMd"
    ],
    "destination": "9de7fa66daeac81e4a183be5381d9b78",
    "height": 640,
    "id": "PdnJtgbAR3IK8hSAsc1O",
    "label": [],
    "labels": [],
    "name": "tyrol-w25-41-_png.jpg",
    "numSteps": 2,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "PdnJtgbAR3IK8hSAsc1O",
    "split": "valid",
    "split.VIzXJtTwU8LPKOMnvOMd.2": "valid",
    "split.VIzXJtTwU8LPKOMnvOMd.4": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1673384238613,
    "updatedDate": "Jun 8, 54997",
    "updatedTime": "3:10AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "VIzXJtTwU8LPKOMnvOMd/2",
        "VIzXJtTwU8LPKOMnvOMd/4"
    ],
    "width": 640
}

Annotation Data

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