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

resize640_2x-v2

Generated on Jan 10, 2023
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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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Buildings Instance Segmentation
Annotate
8 / 12
Show/hide annotations(H)
valid
Labels
Attributes
Raw Data

Annotations

Group:
buildings

Classes

Layers

 
Building
11

Tags

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

Attributes

Kherson_2022_V2_R5C1_5500_6000_10500_11000.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

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    "datasets": [
        "VIzXJtTwU8LPKOMnvOMd"
    ],
    "destination": "5322426bc7c822a44cc4d883f546cc4f",
    "height": 640,
    "id": "xsH4xZSMEkRuMmv84Slm",
    "label": [],
    "labels": [],
    "name": "Kherson_2022_V2_R5C1_5500_6000_10500_11000.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": "xsH4xZSMEkRuMmv84Slm",
    "split": "valid",
    "split.VIzXJtTwU8LPKOMnvOMd.2": "valid",
    "split.VIzXJtTwU8LPKOMnvOMd.4": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1673384238640,
    "updatedDate": "Jun 8, 54997",
    "updatedTime": "3:10AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "VIzXJtTwU8LPKOMnvOMd/2",
        "VIzXJtTwU8LPKOMnvOMd/4"
    ],
    "width": 640
}

Annotation Data

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