Dataset Versions

2023-10-24 9:14pm

Generated on Oct 24, 2023

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3058 Total Images

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Dataset Split

Train Set 82%

2518Images

Valid Set 12%

360Images

Test Set 6%

180Images

Preprocessing

Resize: Stretch to 224x224

Augmentations

Outputs per training example: 2

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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Annotations

Group:

Defects-in-metal-surface

CLASSES

Crazing

Unused Classes

Inclusion

Patches

Pitted

Rolled

Scratches

Cr_198.bmp

224x224

0.05MP

Updated Oct 24, 2023

3:44PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize	Stretch to 224x224
Flip	Vertical
90° Rotate	Applied

Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "Rolled": 300,
        "Crazing": 300,
        "Inclusion": 300,
        "Pitted": 300,
        "Scratches": 300,
        "Patches": 299
    },
    "datasets": [
        "LMxQSMH7wOiSdOrYINRT"
    ],
    "destination": "a6d7aac2bb95ea4b4510f5c953eaa924",
    "height": 224,
    "id": "HwhLZWGnA3bvgR7LgdCV",
    "label": [
        "Crazing"
    ],
    "labels": [
        "Crazing"
    ],
    "name": "Cr_198.bmp",
    "numSteps": 3,
    "owner": "subXxcdrPUT1Lmqhk4UWpZdzVCx2",
    "preprocessing": [
        "resize:[\"Stretch to\",224,224]",
        "flip:[\"vertical\"]",
        "ninety:[180]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 224x224"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "HwhLZWGnA3bvgR7LgdCV",
    "split": "train",
    "split.LMxQSMH7wOiSdOrYINRT.2": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",224,224]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"ninety:[180]\"\n]",
    "updated": {
        "_seconds": 1698162255,
        "_nanoseconds": 836000000
    },
    "updatedDate": "Oct 24, 2023",
    "updatedTime": "3:44PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "LMxQSMH7wOiSdOrYINRT/2"
    ],
    "width": 224
}

{
    "boxes": [],
    "height": 224,
    "key": "Cr_198.bmp",
    "width": 224
}

Metal Surface Defects