Medical ImageNet glove detection dataset

Object Detection

Dataset Versions

v8

version_2

Generated on Jun 8, 2023

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Dataset Split

Train Set 94%
996Images
Valid Set 4%
42Images
Test Set 2%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Blur: Up to 3px
Noise: Up to 4% of pixels

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Medical ImageNet glove detection dataset
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Labels
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Raw Data

Annotations

Group:
Glove

CLASSES

LAYERS

 
Glove
6

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Attributes

611.png

640x640
0.41MP

Updated Feb 26, 55404

6:40AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Blur 1.25px
Noise 0.25%

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "Glove": 1297
    },
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    "destination": "d421d22242cf540b896e3c71691ca70b",
    "height": 640,
    "id": "vXbqSmPfoyhTfC6iMe9V",
    "label": [],
    "labels": [],
    "name": "611.png",
    "numSteps": 4,
    "owner": "g8ykG1zwYvcrQhg7A7l02NcFinE3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "blur:[1.25]",
        "noise:[0.25,179350]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Blur",
            "value": "1.25px"
        },
        {
            "name": "Noise",
            "value": "0.25%"
        }
    ],
    "source": "vXbqSmPfoyhTfC6iMe9V",
    "split": "train",
    "split.9l53BEY02uaN70x6jvCO.8": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"blur:[1.25]\",\n    \"noise:[0.25,179350]\"\n]",
    "updated": 1686218971207,
    "updatedDate": "Feb 26, 55404",
    "updatedTime": "6:40AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "9l53BEY02uaN70x6jvCO/8"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Glove",
            "x": 221,
            "y": 547,
            "width": 35,
            "height": 67
        },
        {
            "label": "Glove",
            "x": 308,
            "y": 482,
            "width": 27,
            "height": 25.5
        },
        {
            "label": "Glove",
            "x": 343.5,
            "y": 505,
            "width": 42.5,
            "height": 65.5
        },
        {
            "label": "Glove",
            "x": 419.5,
            "y": 623,
            "width": 33,
            "height": 31.5
        },
        {
            "label": "Glove",
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            "y": 595,
            "width": 37,
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        },
        {
            "label": "Glove",
            "x": 478,
            "y": 544,
            "width": 25,
            "height": 78
        }
    ],
    "height": 640,
    "key": "611.jpg",
    "width": 640
}

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