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

resize640_aug2x

Generated on Dec 6, 2022
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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

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Buildings Instance Segmentation
Annotate
2 / 12
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train
Labels
Attributes
Raw Data

Annotations

Group:
buildings

Classes

Layers

 
Building
3

Tags

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

Attributes

Donetsk_2022_R2C10_16000_16500_4000_4500.jpg

640x640
0.41MP

Updated May 4, 54901

8:36AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 81%
Centered on 51%, 33%
Resize Stretch to 640x640
Flip Horizontal
90° Rotate Applied
Rotation 2°
Shear X: 2°
Y: 0°
Hue -14°
Saturation -5%
Brightness -18%
Exposure 10%
Blur 0px
Cutout Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "VIzXJtTwU8LPKOMnvOMd"
    ],
    "destination": "bf588486fcc44d6d36102dcea79810cf",
    "height": 640,
    "id": "GJQTD7pQVQAbSEXzyzdD",
    "label": [],
    "labels": [],
    "name": "Donetsk_2022_R2C10_16000_16500_4000_4500.jpg",
    "numSteps": 13,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "crop:[81,0.513003,0.329193]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[180]",
        "rotate:[2]",
        "shear:[2,0]",
        "hue:[-14]",
        "saturation:[-5]",
        "brightness:[-18]",
        "exposure:[10]",
        "blur:[0]",
        "cutout:[{\"masks\":[[2,0.4468910255544938,0.47862089043230394],[2,0.16946937307472876,0.7023631195380022],[2,0.26860378516575345,0.5047219350092931],[2,0.06911037316437874,0.663041260662975],[2,0.10261018680615086,0.19102555658707687]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 81%<br />Centered on 51%, 33%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Shear",
            "value": "X: 2°<br/>Y: 0°"
        },
        {
            "name": "Hue",
            "value": "-14°"
        },
        {
            "name": "Saturation",
            "value": "-5%"
        },
        {
            "name": "Brightness",
            "value": "-18%"
        },
        {
            "name": "Exposure",
            "value": "10%"
        },
        {
            "name": "Blur",
            "value": "0px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "GJQTD7pQVQAbSEXzyzdD",
    "split": "train",
    "split.VIzXJtTwU8LPKOMnvOMd.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[81,0.513003,0.329193]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[180]\",\n    \"rotate:[2]\",\n    \"shear:[2,0]\",\n    \"hue:[-14]\",\n    \"saturation:[-5]\",\n    \"brightness:[-18]\",\n    \"exposure:[10]\",\n    \"blur:[0]\",\n    \"cutout:[{\\\"masks\\\":[[2,0.4468910255544938,0.47862089043230394],[2,0.16946937307472876,0.7023631195380022],[2,0.26860378516575345,0.5047219350092931],[2,0.06911037316437874,0.663041260662975],[2,0.10261018680615086,0.19102555658707687]]}]\"\n]",
    "updated": 1670351704612,
    "updatedDate": "May 4, 54901",
    "updatedTime": "8:36AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "VIzXJtTwU8LPKOMnvOMd/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "Building",
            "x": 365.9307035,
            "y": 96.881653,
            "width": 523.700375,
            "height": 193.763306,
            "points": [
                [
                    314.414371,
                    0
                ],
                [
                    242.637654,
                    2.507517
                ],
                [
                    104.080516,
                    54.912576
                ],
                [
                    176.234759,
                    193.763306
                ],
                [
                    613.588867,
                    39.012522
                ],
                [
                    627.780891,
                    14.641322
                ],
                [
                    621.058395,
                    0
                ],
                [
                    314.414371,
                    0
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Building",
            "x": 616.67526,
            "y": 278.056474,
            "width": 46.64948000000004,
            "height": 82.70602600000001,
            "points": [
                [
                    640,
                    236.703461
                ],
                [
                    593.35052,
                    239.792443
                ],
                [
                    598.110322,
                    319.409487
                ],
                [
                    640,
                    319.04924
                ],
                [
                    640,
                    236.703461
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Building",
            "x": 59.752046,
            "y": 465.92966550000006,
            "width": 103.902462,
            "height": 144.57111500000002,
            "points": [
                [
                    13.68789,
                    538.215223
                ],
                [
                    111.703277,
                    500.773632
                ],
                [
                    60.721426,
                    393.644108
                ],
                [
                    7.800815,
                    411.765974
                ],
                [
                    13.68789,
                    538.215223
                ]
            ]
        }
    ],
    "height": 640,
    "key": "Donetsk_2022_R2C10_16000_16500_4000_4500_jpg.rf.e4bac3164f8579e7f54518cae4c0b028.jpg",
    "width": 640
}

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