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

OFAWu0LHZ1.jpg

640x640
0.41MP

Updated Jul 27, 55656

10:59PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Crop Keep 100%
Centered on 16%, 25%
Resize Stretch to 640x640
Saturation 6%
Blur 0.5px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "crack": 118,
        "weld": 62
    },
    "datasets": [
        "wv21b63GwxHIOF2Zi5d4"
    ],
    "destination": "d72fa9dbe8997f92d2e619ab955399cb",
    "height": 640,
    "id": "IP8hPeJZRAe3LU2SCG69",
    "label": [],
    "labels": [],
    "name": "OFAWu0LHZ1.jpg",
    "numSteps": 4,
    "owner": "PIQ3FIFCjWcFUXwVaqeYm6tEkKp2",
    "preprocessing": [
        "crop:[100,0.161565,0.24676]",
        "resize:[\"Stretch to\",640,640]",
        "saturation:[6]",
        "blur:[0.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Crop",
            "value": "Keep 100%<br />Centered on 16%, 25%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Saturation",
            "value": "6%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        }
    ],
    "source": "IP8hPeJZRAe3LU2SCG69",
    "split": "train",
    "split.wv21b63GwxHIOF2Zi5d4.2": "train",
    "status": "generated",
    "transforms": "[\n    \"crop:[100,0.161565,0.24676]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"saturation:[6]\",\n    \"blur:[0.5]\"\n]",
    "updated": 1694184591551,
    "updatedDate": "Jul 27, 55656",
    "updatedTime": "10:59PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "wv21b63GwxHIOF2Zi5d4/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "crack",
            "x": 320.09317,
            "y": 149.4345455,
            "width": 639.81366,
            "height": 69.29220699999999,
            "points": [
                [
                    640,
                    114.788442
                ],
                [
                    408.11865,
                    141.43929
                ],
                [
                    337.463708,
                    153.432173
                ],
                [
                    0.18634,
                    140.106748
                ],
                [
                    0.266684,
                    180.266662
                ],
                [
                    277.473662,
                    184.080649
                ],
                [
                    442.779565,
                    176.085393
                ],
                [
                    593.421235,
                    165.425054
                ],
                [
                    640,
                    156.097257
                ],
                [
                    640,
                    114.788442
                ]
            ]
        }
    ],
    "height": 640,
    "key": "OFAWu0LHZ1.jpg",
    "width": 640
}

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