Dataset Versions

v3

2024-07-10 2:08pm

Generated on Jul 10, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

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

Similar Projects

See More
fabric defect detection
Annotate
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
fabric-defects

Classes

Layers

 
defect
12

Unused Classes

large-defect
sample
small-defect

Tags

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

Attributes

360_F_355897240_GkhURo7LGf9Cr66qTqFro2rzuclzEztL.jpg

128x128
0.02MP

Updated May 1, 56494

4:29AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Stretch to 128x128
90° Rotate Applied

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "XO1yB0z7X3oZLbwKS1CX"
    ],
    "destination": "30f7c34624979559333d0526a2c6bf39",
    "height": 128,
    "id": "lv73WrTOxHreTCvJypxy",
    "label": [],
    "labels": [],
    "name": "360_F_355897240_GkhURo7LGf9Cr66qTqFro2rzuclzEztL.jpg",
    "numSteps": 2,
    "owner": "aDUgNLwl9ddQDQwwIRYuPuXWYzE2",
    "preprocessing": [
        "resize:[\"Stretch to\",128,128]",
        "ninety:[180]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 128x128"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "lv73WrTOxHreTCvJypxy",
    "split": "train",
    "split.XO1yB0z7X3oZLbwKS1CX.3": "train",
    "split.XO1yB0z7X3oZLbwKS1CX.4": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",128,128]\",\n    \"ninety:[180]\"\n]",
    "updated": 1720621715369,
    "updatedDate": "May 1, 56494",
    "updatedTime": "4:29AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "XO1yB0z7X3oZLbwKS1CX/3",
        "XO1yB0z7X3oZLbwKS1CX/4"
    ],
    "width": 128
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "defect",
            "x": 19,
            "y": 86.46875,
            "width": 28,
            "height": 59.0625,
            "points": [
                [
                    9.5,
                    67.8125
                ],
                [
                    7,
                    74.1875
                ],
                [
                    7.75,
                    81.6875
                ],
                [
                    5,
                    88.4375
                ],
                [
                    5.5,
                    91.8125
                ],
                [
                    7,
                    93.6875
                ],
                [
                    6,
                    98.5625
                ],
                [
                    8,
                    108.6875
                ],
                [
                    8,
                    112.8125
                ],
                [
                    7,
                    114.6875
                ],
                [
                    7.875,
                    116
                ],
                [
                    11.625,
                    115.625
                ],
                [
                    16.75,
                    112.8125
                ],
                [
                    16.75,
                    107.9375
                ],
                [
                    21.25,
                    91.0625
                ],
                [
                    22.75,
                    77.1875
                ],
                [
                    26.25,
                    62.1875
                ],
                [
                    27.375,
                    60.875
                ],
                [
                    28.375,
                    62
                ],
                [
                    28.875,
                    66.125
                ],
                [
                    33,
                    64.8125
                ],
                [
                    32.625,
                    63.125
                ],
                [
                    28.125,
                    58.625
                ],
                [
                    22.5,
                    56.9375
                ],
                [
                    16.375,
                    60.125
                ],
                [
                    10.625,
                    61.25
                ],
                [
                    8.75,
                    63.6875
                ],
                [
                    9.5,
                    67.8125
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 58.625,
            "y": 120.40625,
            "width": 8.75,
            "height": 9.1875,
            "points": [
                [
                    55.875,
                    125
                ],
                [
                    60.875,
                    125
                ],
                [
                    63,
                    121.8125
                ],
                [
                    61,
                    115.8125
                ],
                [
                    58.875,
                    119.375
                ],
                [
                    56.125,
                    120.125
                ],
                [
                    54.25,
                    123.3125
                ],
                [
                    55.875,
                    125
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 108.75,
            "y": 111.96875,
            "width": 6,
            "height": 17.8125,
            "points": [
                [
                    106.875,
                    120.875
                ],
                [
                    108.125,
                    120.875
                ],
                [
                    111.75,
                    114.3125
                ],
                [
                    110,
                    103.0625
                ],
                [
                    107.25,
                    107.9375
                ],
                [
                    106.75,
                    113.1875
                ],
                [
                    105.75,
                    114.6875
                ],
                [
                    106.875,
                    120.875
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 106.375,
            "y": 85.25,
            "width": 9.75,
            "height": 11.25,
            "points": [
                [
                    107.375,
                    90.875
                ],
                [
                    109.5,
                    88.8125
                ],
                [
                    111.25,
                    83.9375
                ],
                [
                    107.625,
                    79.625
                ],
                [
                    105.5,
                    79.8125
                ],
                [
                    102.75,
                    81.3125
                ],
                [
                    101.5,
                    86.9375
                ],
                [
                    102.625,
                    89
                ],
                [
                    107.375,
                    90.875
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 116.875,
            "y": 43.4375,
            "width": 5.25,
            "height": 9.375,
            "points": [
                [
                    117.875,
                    48.125
                ],
                [
                    119.5,
                    46.0625
                ],
                [
                    119.5,
                    41.5625
                ],
                [
                    118.375,
                    38.75
                ],
                [
                    116.5,
                    38.9375
                ],
                [
                    115.25,
                    40.4375
                ],
                [
                    114.25,
                    44.9375
                ],
                [
                    115.625,
                    48.125
                ],
                [
                    117.875,
                    48.125
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 104.625,
            "y": 95.65625,
            "width": 4.25,
            "height": 6.9375,
            "points": [
                [
                    103,
                    92.1875
                ],
                [
                    102.5,
                    95.5625
                ],
                [
                    104.875,
                    99.125
                ],
                [
                    106.75,
                    92.5625
                ],
                [
                    103,
                    92.1875
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 105.125,
            "y": 73.15625,
            "width": 4.75,
            "height": 4.6875,
            "points": [
                [
                    105.625,
                    74.375
                ],
                [
                    106.625,
                    75.5
                ],
                [
                    107.5,
                    72.6875
                ],
                [
                    106.5,
                    70.8125
                ],
                [
                    106.375,
                    72.5
                ],
                [
                    103.375,
                    73.25
                ],
                [
                    102.75,
                    75.3125
                ],
                [
                    105.625,
                    74.375
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 94.5,
            "y": 60.875,
            "width": 6,
            "height": 9.75,
            "points": [
                [
                    97.5,
                    61.4375
                ],
                [
                    97.5,
                    59.9375
                ],
                [
                    94.875,
                    56
                ],
                [
                    94,
                    56.1875
                ],
                [
                    91.5,
                    61.4375
                ],
                [
                    93.625,
                    65.75
                ],
                [
                    95.375,
                    65
                ],
                [
                    97.5,
                    61.4375
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 74.125,
            "y": 61.15625,
            "width": 3.25,
            "height": 15.1875,
            "points": [
                [
                    75.75,
                    62.9375
                ],
                [
                    73.75,
                    53.5625
                ],
                [
                    72.75,
                    54.6875
                ],
                [
                    72.5,
                    65.5625
                ],
                [
                    74.375,
                    68.75
                ],
                [
                    75.75,
                    62.9375
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 82.625,
            "y": 18.59375,
            "width": 25.25,
            "height": 32.8125,
            "points": [
                [
                    72.875,
                    22.625
                ],
                [
                    78.375,
                    26
                ],
                [
                    82.375,
                    33.5
                ],
                [
                    85.375,
                    35
                ],
                [
                    89.625,
                    33.5
                ],
                [
                    95,
                    25.4375
                ],
                [
                    95.25,
                    22.4375
                ],
                [
                    93.625,
                    17.375
                ],
                [
                    91.125,
                    15.875
                ],
                [
                    86.625,
                    17
                ],
                [
                    83.625,
                    12.125
                ],
                [
                    80.875,
                    9.875
                ],
                [
                    78.125,
                    4.25
                ],
                [
                    72,
                    2.1875
                ],
                [
                    70,
                    5.5625
                ],
                [
                    71.5,
                    9.6875
                ],
                [
                    71.75,
                    20.1875
                ],
                [
                    72.875,
                    22.625
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 33.125,
            "y": 39.78125,
            "width": 4.25,
            "height": 9.9375,
            "points": [
                [
                    34.5,
                    35.5625
                ],
                [
                    33,
                    34.8125
                ],
                [
                    31,
                    41.1875
                ],
                [
                    34.125,
                    44.75
                ],
                [
                    35.25,
                    40.4375
                ],
                [
                    34.5,
                    35.5625
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "defect",
            "x": 4.25,
            "y": 77.09375,
            "width": 3,
            "height": 10.3125,
            "points": [
                [
                    5.75,
                    80.9375
                ],
                [
                    5.75,
                    74.1875
                ],
                [
                    5.25,
                    71.9375
                ],
                [
                    4.25,
                    71.9375
                ],
                [
                    2.75,
                    74.1875
                ],
                [
                    2.75,
                    76.8125
                ],
                [
                    4.875,
                    82.25
                ],
                [
                    5.75,
                    80.9375
                ]
            ]
        }
    ],
    "height": 128,
    "key": "360_F_355897240_GkhURo7LGf9Cr66qTqFro2rzuclzEztL.jpg",
    "width": 128
}
                                

                                

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
90%
Reset