Dataset Versions

Versions
2024-10-08 7:56pm
v1
·
6 months ago
v1

2024-10-08 7:56pm

Generated on Oct 8, 2024
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Dataset Split

Train Set 99%
13698Images
Valid Set 0%
64Images
Test Set 1%
103Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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lawn-recognition
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train
Labels
Attributes
Raw Data

Annotations

Group:
lawn-boundary-pet-person-barrier

Classes

Layers

 
lawn
1
 
Base : background

Unused Classes

barriers
boundary

Tags

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Attributes

lawn_-3434-.jpg

640x640
0.41MP

Updated May 15, 56741

12:36AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 92%
Centered on 94%, 57%
Resize Stretch to 640x640
Rotation -5°
Saturation 2%
Blur 1px
Noise 0%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "7O0D20cQ5U4gsr9V3oTU"
    ],
    "destination": "9179cb08140527e6993f24bff376118d",
    "height": 640,
    "id": "aTnxhn0jaGEDyJI8mjKd",
    "label": [],
    "labels": [],
    "name": "lawn_-3434-.jpg",
    "numSteps": 7,
    "owner": "ODbm1OgKclgqBv3MKzqoGFm8AF72",
    "preprocessing": [
        "auto-orient",
        "crop:[92,0.936736,0.571232]",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-5]",
        "saturation:[2]",
        "blur:[1]",
        "noise:[0,991677]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 92%<br />Centered on 94%, 57%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-5°"
        },
        {
            "name": "Saturation",
            "value": "2%"
        },
        {
            "name": "Blur",
            "value": "1px"
        },
        {
            "name": "Noise",
            "value": "0%"
        }
    ],
    "source": "aTnxhn0jaGEDyJI8mjKd",
    "split": "train",
    "split.7O0D20cQ5U4gsr9V3oTU.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[92,0.936736,0.571232]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-5]\",\n    \"saturation:[2]\",\n    \"blur:[1]\",\n    \"noise:[0,991677]\"\n]",
    "updated": 1728417400565,
    "updatedDate": "May 15, 56741",
    "updatedTime": "12:36AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "7O0D20cQ5U4gsr9V3oTU/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "lawn",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640,
            "points": [
                [
                    26.774024,
                    0
                ],
                [
                    0,
                    306.028497
                ],
                [
                    0,
                    613.225976
                ],
                [
                    306.028497,
                    640
                ],
                [
                    613.225976,
                    640
                ],
                [
                    640,
                    333.971503
                ],
                [
                    640,
                    26.774024
                ],
                [
                    333.971503,
                    0
                ],
                [
                    26.774024,
                    0
                ]
            ]
        }
    ],
    "height": 640,
    "key": "lawn_ (3434).jpg",
    "width": 640
}

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