Dataset Versions

v1

2024-10-25 5:17pm

Generated on Oct 25, 2024

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Dataset Split

Train Set 87%
6231Images
Valid Set 8%
594Images
Test Set 4%
297Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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2.1k images
Textile Defect Detection
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004-085.png
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Since this image is a processed & augmented version of the original image, you can't modify annotations here.

Attributes

004-085.png

640x640
0.41MP

Updated Oct 25, 2024

5:18PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation -12°
Blur 0.5px
Noise 0.07%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "defect": 13025
    },
    "datasets": [
        "fCjCmlYGUG0Vr1woTovf"
    ],
    "destination": "f0173a65ab95bc7747acb634e118f4a2",
    "height": 640,
    "id": "ij6XIypT8iCckAKVC7HD",
    "label": [],
    "labels": [],
    "name": "004-085.png",
    "numSteps": 5,
    "owner": "zXIIo75aJYN1EPkLXv2UYxORv9l1",
    "predictions": [],
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-12]",
        "blur:[0.5]",
        "noise:[0.07,644756]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-12°"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "0.07%"
        }
    ],
    "source": "ij6XIypT8iCckAKVC7HD",
    "split": "train",
    "split.fCjCmlYGUG0Vr1woTovf.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-12]\",\n    \"blur:[0.5]\",\n    \"noise:[0.07,644756]\"\n]",
    "updated": {
        "_seconds": 1729876696,
        "_nanoseconds": 667000000
    },
    "updatedDate": "Oct 25, 2024",
    "updatedTime": "5:18PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "fCjCmlYGUG0Vr1woTovf/1"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "004-085.jpg",
    "width": 640
}

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