Dataset Versions

Try Pre-Trained Model
Versions
Original Images
v25
·
2 years ago
Final Dataset - Defect x3 -Azim-
v24
·
2 years ago
Final Dataset x3 -Azim-
v23
·
2 years ago
Final Dataset x4 -Azim-
v22
·
2 years ago
Final Dataset -Azim-
v21
·
2 years ago
NoResize_Mosaic x3
v20
·
2 years ago
NoMosaicx3
v18
·
2 years ago
NoMosaic
v17
·
2 years ago
More-Misalignment
v15
·
2 years ago
70-15-15 Mosaic
v14
·
2 years ago
70-15-15 NoMosaic
v13
·
2 years ago
640NoAutoNoMosaic
v11
·
2 years ago
LabelGoodWith640
v8
·
2 years ago
640Image
v7
·
2 years ago
Mosaic
v6
·
2 years ago
ResizeTo480WithStripe
v5
·
2 years ago
Resize 416
v3
·
2 years ago
Addition-NullGood
v2
·
2 years ago
OnlyBad
v1
·
2 years ago
v11

640NoAutoNoMosaic

Generated on Apr 10, 2023
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2069 Total Images

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Dataset Split

Train Set 96%
1995Images
Valid Set 2%
37Images
Test Set 2%
37Images

Preprocessing

Resize: Fit (black edges) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

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

Similar Projects

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Label Printing Defect Version 2
Annotate
3 / 12
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train
Labels
Attributes
Raw Data

Annotations

Group:
Label-Printing-Defect

Classes

Layers

 
No-Defect
1

Unused Classes

Defect

Tags

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Attributes

GOOD_ROI_306.jpg

640x640
0.41MP

Updated Mar 2, 55243

11:01AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Fit (black edges) in 640x640
Grayscale Applied
Auto-Adjust Contrast Contrast Stretching
Brightness 2%
Exposure 4%
Blur 0.25px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "bBHxNdXLPLX2FQOZEOYZ"
    ],
    "destination": "f8f150d82393798a75e2eea10795bc2c",
    "height": 640,
    "id": "kvEovOvvpH5wJiPLG6hS",
    "label": [],
    "labels": [],
    "name": "GOOD_ROI_306.jpg",
    "numSteps": 6,
    "owner": "Q8C7vHXJgvYthMgqYStjStqRr9a2",
    "preprocessing": [
        "resize:[\"Fit (black edges) in\",640,640]",
        "grayscale",
        "auto-contrast:[\"Contrast Stretching\"]",
        "brightness:[2]",
        "exposure:[4]",
        "blur:[0.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Brightness",
            "value": "2%"
        },
        {
            "name": "Exposure",
            "value": "4%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        }
    ],
    "source": "kvEovOvvpH5wJiPLG6hS",
    "split": "train",
    "split.bBHxNdXLPLX2FQOZEOYZ.11": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"brightness:[2]\",\n    \"exposure:[4]\",\n    \"blur:[0.25]\"\n]",
    "updated": 1681138753268,
    "updatedDate": "Mar 2, 55243",
    "updatedTime": "11:01AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "bBHxNdXLPLX2FQOZEOYZ/11"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "No-Defect",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 485
        }
    ],
    "height": 640,
    "key": "GOOD_ROI_306.jpg",
    "width": 640
}

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