Dataset Versions

v15

More-Misalignment

Generated on Apr 27, 2023

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Dataset Split

Train Set 88%
1656Images
Valid Set 6%
118Images
Test Set 6%
118Images

Preprocessing

Resize: Fit (black edges) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 0.5px
Mosaic: Applied

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Label Printing Defect Version 2
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Labels
Attributes
Raw Data

Annotations

Group:
Label-Printing-Defect

CLASSES

LAYERS

 
No-Defect
3

Unused Classes

Defect

Tags

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Attributes

GOOD_ROI_5.jpg

640x640
0.41MP

Updated Feb 2, 55290

3:26PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Fit (black edges) in 640x640
Grayscale Applied
Brightness 5%
Exposure 0%
Blur 0px
Mosaic Applied

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Defect": 391,
        "No-Defect": 540
    },
    "datasets": [
        "bBHxNdXLPLX2FQOZEOYZ"
    ],
    "destination": "d0826faafd1b42c54128476f87019c6e",
    "height": 640,
    "id": "8heBNOxMkIURg0PWweIj",
    "label": [],
    "labels": [],
    "name": "GOOD_ROI_5.jpg",
    "numSteps": 6,
    "owner": "Q8C7vHXJgvYthMgqYStjStqRr9a2",
    "preprocessing": [
        "resize:[\"Fit (black edges) in\",640,640]",
        "grayscale",
        "brightness:[5]",
        "exposure:[0]",
        "blur:[0]",
        "mosaic:[55,72,[[0.980884,0.102149],[0.030578,0.215137],[0.778179,0.295385],[0.419904,0.63724]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Brightness",
            "value": "5%"
        },
        {
            "name": "Exposure",
            "value": "0%"
        },
        {
            "name": "Blur",
            "value": "0px"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "8heBNOxMkIURg0PWweIj",
    "split": "train",
    "split.bBHxNdXLPLX2FQOZEOYZ.15": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\",\n    \"grayscale\",\n    \"brightness:[5]\",\n    \"exposure:[0]\",\n    \"blur:[0]\",\n    \"mosaic:[55,72,[[0.980884,0.102149],[0.030578,0.215137],[0.778179,0.295385],[0.419904,0.63724]]]\"\n]",
    "updated": 1682619578791,
    "updatedDate": "Feb 2, 55290",
    "updatedTime": "3:26PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "bBHxNdXLPLX2FQOZEOYZ/15"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "No-Defect",
            "x": 176,
            "y": 259,
            "width": 352,
            "height": 402
        },
        {
            "label": "No-Defect",
            "x": 496,
            "y": 248.5,
            "width": 288,
            "height": 423
        },
        {
            "label": "No-Defect",
            "x": 176,
            "y": 550,
            "width": 352,
            "height": 180
        }
    ],
    "height": 640,
    "key": "GOOD_ROI_5.jpg",
    "width": 640
}

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