Dataset Versions

v2

2023-09-08 8:19pm

Generated on Sep 8, 2023

Dataset Split

Train Set 91%
417Images
Valid Set %
0Images
Test Set 9%
40Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Blur: Up to 2.5px

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Annotations

Group:
steel

CLASSES

LAYERS

 
crack
1

Unused Classes

weld

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Attributes

V2RP5efFVo.jpg

640x640
0.41MP

Updated Jul 27, 55656

10:58PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Crop Keep 91%
Centered on 55%, 89%
Resize Stretch to 640x640
Saturation -10%
Blur 1.5px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "crack": 118,
        "weld": 62
    },
    "datasets": [
        "wv21b63GwxHIOF2Zi5d4"
    ],
    "destination": "77e0dd6800564fbeec59f11cb292aa24",
    "height": 640,
    "id": "KxmAeOFRlQrr5Lwv6DEr",
    "label": [],
    "labels": [],
    "name": "V2RP5efFVo.jpg",
    "numSteps": 4,
    "owner": "PIQ3FIFCjWcFUXwVaqeYm6tEkKp2",
    "preprocessing": [
        "crop:[91,0.552302,0.888255]",
        "resize:[\"Stretch to\",640,640]",
        "saturation:[-10]",
        "blur:[1.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Crop",
            "value": "Keep 91%<br />Centered on 55%, 89%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Saturation",
            "value": "-10%"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        }
    ],
    "source": "KxmAeOFRlQrr5Lwv6DEr",
    "split": "train",
    "split.wv21b63GwxHIOF2Zi5d4.2": "train",
    "status": "generated",
    "transforms": "[\n    \"crop:[91,0.552302,0.888255]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"saturation:[-10]\",\n    \"blur:[1.5]\"\n]",
    "updated": 1694184591531,
    "updatedDate": "Jul 27, 55656",
    "updatedTime": "10:58PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "wv21b63GwxHIOF2Zi5d4/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "crack",
            "x": 544.377036,
            "y": 263.431785,
            "width": 163.20717800000006,
            "height": 526.86357,
            "points": [
                [
                    547.224269,
                    0
                ],
                [
                    532.691914,
                    76.781046
                ],
                [
                    480.952248,
                    280.855731
                ],
                [
                    492.139204,
                    282.253503
                ],
                [
                    462.773447,
                    496.112591
                ],
                [
                    514.513112,
                    526.86357
                ],
                [
                    529.895177,
                    503.101449
                ],
                [
                    552.269086,
                    192.796106
                ],
                [
                    625.980625,
                    0
                ],
                [
                    547.224269,
                    0
                ]
            ]
        }
    ],
    "height": 640,
    "key": "V2RP5efFVo.jpg",
    "width": 640
}

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