Dataset Versions

v3

2024-07-10 2:08pm

Generated on Jul 10, 2024

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Dataset Split

Train Set 91%
42Images
Valid Set %
0Images
Test Set 9%
4Images

Preprocessing

Resize: Stretch to 128x128

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images

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fabric defect detection
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Labels
Attributes
Raw Data

Annotations

Group:
fabric-defects

Classes

Layers

 
defect
12

Unused Classes

large-defect
sample
small-defect

Tags

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Attributes

360_F_355897240_GkhURo7LGf9Cr66qTqFro2rzuclzEztL.jpg

128x128
0.02MP

Updated May 2, 56494

6:22AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Stretch to 128x128

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "XO1yB0z7X3oZLbwKS1CX"
    ],
    "destination": "2f7e570d17e4d626ecfc8134914019f0",
    "height": 128,
    "id": "lv73WrTOxHreTCvJypxy",
    "label": [],
    "labels": [],
    "name": "360_F_355897240_GkhURo7LGf9Cr66qTqFro2rzuclzEztL.jpg",
    "numSteps": 1,
    "owner": "aDUgNLwl9ddQDQwwIRYuPuXWYzE2",
    "preprocessing": [
        "resize:[\"Stretch to\",128,128]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 128x128"
        }
    ],
    "source": "lv73WrTOxHreTCvJypxy",
    "split": "train",
    "split.XO1yB0z7X3oZLbwKS1CX.2": "train",
    "split.XO1yB0z7X3oZLbwKS1CX.3": "train",
    "split.XO1yB0z7X3oZLbwKS1CX.4": "train",
    "split.XO1yB0z7X3oZLbwKS1CX.5": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",128,128]\"\n]",
    "updated": 1720621808564,
    "updatedDate": "May 2, 56494",
    "updatedTime": "6:22AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "XO1yB0z7X3oZLbwKS1CX/2",
        "XO1yB0z7X3oZLbwKS1CX/3",
        "XO1yB0z7X3oZLbwKS1CX/4",
        "XO1yB0z7X3oZLbwKS1CX/5"
    ],
    "width": 128
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "defect",
            "x": 109,
            "y": 41.53125,
            "width": 28,
            "height": 59.0625,
            "points": [
                [
                    117.375,
                    66.75
                ],
                [
                    119.25,
                    64.3125
                ],
                [
                    118.5,
                    60.1875
                ],
                [
                    121,
                    53.8125
                ],
                [
                    120.25,
                    46.3125
                ],
                [
                    123,
                    39.5625
                ],
                [
                    122.5,
                    36.1875
                ],
                [
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                    34.3125
                ],
                [
                    122,
                    29.4375
                ],
                [
                    120,
                    19.3125
                ],
                [
                    120,
                    15.1875
                ],
                [
                    121,
                    13.3125
                ],
                [
                    120.125,
                    12
                ],
                [
                    116.375,
                    12.375
                ],
                [
                    111.25,
                    15.1875
                ],
                [
                    111.25,
                    20.0625
                ],
                [
                    106.75,
                    36.9375
                ],
                [
                    105.25,
                    50.8125
                ],
                [
                    101.75,
                    65.8125
                ],
                [
                    100.625,
                    67.125
                ],
                [
                    99.625,
                    66
                ],
                [
                    99.125,
                    61.875
                ],
                [
                    95,
                    63.1875
                ],
                [
                    95.375,
                    64.875
                ],
                [
                    99.875,
                    69.375
                ],
                [
                    105.5,
                    71.0625
                ],
                [
                    111.625,
                    67.875
                ],
                [
                    117.375,
                    66.75
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 69.375,
            "y": 7.59375,
            "width": 8.75,
            "height": 9.1875,
            "points": [
                [
                    71.875,
                    7.875
                ],
                [
                    73.75,
                    4.6875
                ],
                [
                    72.125,
                    3
                ],
                [
                    67.125,
                    3
                ],
                [
                    65,
                    6.1875
                ],
                [
                    67,
                    12.1875
                ],
                [
                    69.125,
                    8.625
                ],
                [
                    71.875,
                    7.875
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 19.25,
            "y": 16.03125,
            "width": 6,
            "height": 17.8125,
            "points": [
                [
                    21.25,
                    14.8125
                ],
                [
                    22.25,
                    13.3125
                ],
                [
                    21.125,
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                ],
                [
                    19.875,
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                ],
                [
                    16.25,
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                ],
                [
                    18,
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                ],
                [
                    20.75,
                    20.0625
                ],
                [
                    21.25,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 21.625,
            "y": 42.75,
            "width": 9.75,
            "height": 11.25,
            "points": [
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                    26.5,
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                ],
                [
                    25.375,
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                ],
                [
                    20.625,
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                ],
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                ],
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                ],
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                    22.5,
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                ],
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                    25.25,
                    46.6875
                ],
                [
                    26.5,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 11.125,
            "y": 84.5625,
            "width": 5.25,
            "height": 9.375,
            "points": [
                [
                    13.75,
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                ],
                [
                    12.375,
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                ],
                [
                    10.125,
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                ],
                [
                    8.5,
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                [
                    8.5,
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                ],
                [
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                ],
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                    11.5,
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                ],
                [
                    12.75,
                    87.5625
                ],
                [
                    13.75,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 23.375,
            "y": 32.34375,
            "width": 4.25,
            "height": 6.9375,
            "points": [
                [
                    23.125,
                    28.875
                ],
                [
                    21.25,
                    35.4375
                ],
                [
                    25,
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                ],
                [
                    25.5,
                    32.4375
                ],
                [
                    23.125,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 22.875,
            "y": 54.84375,
            "width": 4.75,
            "height": 4.6875,
            "points": [
                [
                    24.625,
                    54.75
                ],
                [
                    25.25,
                    52.6875
                ],
                [
                    22.375,
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                ],
                [
                    21.375,
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                ],
                [
                    20.5,
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                ],
                [
                    21.5,
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                ],
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                    21.625,
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                ],
                [
                    24.625,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 33.5,
            "y": 67.125,
            "width": 6,
            "height": 9.75,
            "points": [
                [
                    34.375,
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                ],
                [
                    32.625,
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                ],
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        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 53.875,
            "y": 66.84375,
            "width": 3.25,
            "height": 15.1875,
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        },
        {
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            "height": 32.8125,
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        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 94.875,
            "y": 88.21875,
            "width": 4.25,
            "height": 9.9375,
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        },
        {
            "type": "polygon",
            "label": "defect",
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            "y": 50.90625,
            "width": 3,
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        }
    ],
    "height": 128,
    "key": "360_F_355897240_GkhURo7LGf9Cr66qTqFro2rzuclzEztL.jpg",
    "width": 128
}
                                

                                

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