Dataset Versions

v1

1

Generated on Aug 1, 2024

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Dataset Split

Train Set 87%
741Images
Valid Set 8%
71Images
Test Set 4%
35Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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BoltNodesFinder
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DSC00817.JPG
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Labels
Attributes
Raw Data

Annotations

Group:
Bolts

CLASSES

LAYERS

 
Node
10

Unused Classes

Bolt
э

Tags

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Attributes

DSC00817.JPG

640x640
0.41MP

Updated Aug 1, 2024

11:53AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation 14°
Saturation -14%
Exposure -8%
Blur 0.5px
Noise 0.01%

Annotation History

Loading...

Raw Data

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        "Node": 2248
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    "height": 640,
    "id": "HqXqjxsokoJ4BVJnsN6U",
    "label": [],
    "labels": [],
    "name": "DSC00817.JPG",
    "numSteps": 7,
    "owner": "rAV4a7weowRinjHjLyeyf7QYMkQ2",
    "preprocessing": [
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        "rotate:[14]",
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        "blur:[0.5]",
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    "preprocessingParsed": [
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        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "14°"
        },
        {
            "name": "Saturation",
            "value": "-14%"
        },
        {
            "name": "Exposure",
            "value": "-8%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "0.01%"
        }
    ],
    "source": "HqXqjxsokoJ4BVJnsN6U",
    "split": "train",
    "split.PRfF1IA2PtdnuOKpWhnR.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[14]\",\n    \"saturation:[-14]\",\n    \"exposure:[-8]\",\n    \"blur:[0.5]\",\n    \"noise:[0.01,345390]\"\n]",
    "updated": {
        "_seconds": 1722513216,
        "_nanoseconds": 457000000
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    "updatedDate": "Aug 1, 2024",
    "updatedTime": "11:53AM",
    "updatedTimezone": "+00:00",
    "versions": [
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    "width": 640
}
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}

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