Dataset Versions

v3

Segment 3

Generated on Jan 2, 2024

Dataset Split

Train Set 88%
5910Images
Valid Set 8%
562Images
Test Set 4%
281Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.8px
Noise: Up to 1.5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -20% and +20%
Bounding Box: Blur: Up to 4px
Bounding Box: Noise: Up to 2% of pixels
Scratch Segmentation
Annotate
Normal-IC-Bottom-_0161.jpg
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Labels
Attributes
Raw Data

Annotations

Group:
Scratch

CLASSES

LAYERS

Unused Classes

Defect

Tags

No Tags Applied
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Attributes

Normal-IC-Bottom-_0161.jpg

1280x1024
1.31MP

Updated Jan 2, 2024

8:26AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Flip Vertical
90° Rotate Applied
Rotation -27°
Brightness -5%
Exposure -11%
Blur 0.5px
Noise 1.37%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Scratches": 1479
    },
    "datasets": [
        "huH1mSe1k91BUvdG6oes"
    ],
    "destination": "5eb204f162ef9f1b16829862793b6ec0",
    "height": 1024,
    "id": "K8UCTUXFgr22mmgYNUcw",
    "label": [],
    "labels": [],
    "name": "Normal-IC-Bottom-_0161.jpg",
    "numSteps": 8,
    "owner": "RDqHTn5xYGSlfUcKMo1uaexUvOj1",
    "preprocessing": [
        "auto-orient",
        "flip:[\"vertical\"]",
        "ninety:[-90]",
        "rotate:[-27]",
        "brightness:[-5]",
        "exposure:[-11]",
        "blur:[0.5]",
        "noise:[1.37,657017]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-27°"
        },
        {
            "name": "Brightness",
            "value": "-5%"
        },
        {
            "name": "Exposure",
            "value": "-11%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "1.37%"
        }
    ],
    "source": "K8UCTUXFgr22mmgYNUcw",
    "split": "train",
    "split.huH1mSe1k91BUvdG6oes.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"ninety:[-90]\",\n    \"rotate:[-27]\",\n    \"brightness:[-5]\",\n    \"exposure:[-11]\",\n    \"blur:[0.5]\",\n    \"noise:[1.37,657017]\"\n]",
    "updated": {
        "_seconds": 1704183977,
        "_nanoseconds": 891000000
    },
    "updatedDate": "Jan 2, 2024",
    "updatedTime": "8:26AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "huH1mSe1k91BUvdG6oes/3"
    ],
    "width": 1280
}
{
    "boxes": [],
    "height": 1024,
    "key": "Normal-IC-Bottom-_0161.jpg",
    "width": 1280
}

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