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Instance tree segmentation yolov8

Instance Segmentation

Dataset Versions

Try Pre-Trained Model

2023-03-05 6:53pm

Generated on Mar 6, 2023

Download Dataset

1465 Total Images

View All Images

Dataset Split

Train Set 87%

1278Images

Valid Set 8%

122Images

Test Set 4%

65Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3

90° Rotate: Clockwise, Counter-Clockwise

Bounding Box: Brightness: Between -30% and +30%

Similar Projects

Annotations

Group: tree

tree

Unused Classes

road

Attributes

624.jpg

640x640

0.41MP

Updated Dec 17, 55145

7:41PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Modify Classes

Applied

Brightness

Applied Per Bounding Box

90° Rotate

Applied

Raw Data

Source Data

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    "camera": "Generated by Roboflow",
    "datasets": [
        "6LDkuEBpncuBUbmOoeBE"
    ],
    "destination": "9b7f6374945545339e83ec116ca4ce71",
    "height": 640,
    "id": "N3fXsOD4Q2I4GH6my47p",
    "label": [],
    "labels": [],
    "name": "624.jpg",
    "numSteps": 5,
    "owner": "okk4EA1aYKQlMNc0A6NJtfc2X853",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "remap:[\"43306957c465e404770bbe97f19db95e\"]",
        "brightness:[[13]]",
        "ninety:[0]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "N3fXsOD4Q2I4GH6my47p",
    "split": "train",
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    "status": "generated",
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    "updated": 1678071238863,
    "updatedDate": "Dec 17, 55145",
    "updatedTime": "7:41PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6LDkuEBpncuBUbmOoeBE/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "tree",
            "x": 311.7892145,
            "y": 320.691177,
            "width": 184.421571,
            "height": 576.617646,
            "points": [
                [
                    253.460782,
                    96.382354
                ],
                [
                    240.911762,
                    260.774509
                ],
                [
                    219.578429,
                    374.970588
                ],
                [
                    258.480392,
                    482.892156
                ],
                [
                    298.637254,
                    497.950981
                ],
                [
                    304.875961,
                    609
                ],
                [
                    310.647057,
                    609
                ],
                [
                    338.794116,
                    605.872549
                ],
                [
                    341.30392,
                    511.754902
                ],
                [
                    404,
                    483.480198
                ],
                [
                    404,
                    409.872639
                ],
                [
                    402.794116,
                    342.343137
                ],
                [
                    373.931372,
                    151.59804
                ],
                [
                    307.421567,
                    32.382354
                ],
                [
                    253.460782,
                    96.382354
                ]
            ]
        }
    ],
    "height": 640,
    "key": "624_jpg.rf.b19acc25d7b39dfccdfe2f3407af2f87.jpg",
    "width": 640
}

Instance tree segmentation yolov8

Dataset Versions

2023-03-05 6:53pm

1465 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

624.jpg

Updated Dec 17, 55145

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data