Dataset Versions

2024-07-17 9:08pm

Generated on Jul 17, 2024

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7950 Total Images

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Dataset Split

Train Set 94%

7439Images

Valid Set 6%

493Images

Test Set 0%

18Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Rotation: Between -15° and +15°

Blur: Up to 2.5px

Similar Projects

Annotations

Group:

Trains

000000093075.jpg

640x640

0.41MP

Updated Apr 4, 56514

5:14PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Rotation

0°

Blur

1.25px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "car": 253,
        "person": 1325,
        "rail-track": 1030,
        "traffic-light": 62,
        "trains": 330
    },
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "f3043274c0c2f2b958b4cda73ee9d9a3",
    "height": 640,
    "id": "6OgE2645fUJV9t60jz3R",
    "label": [],
    "labels": [],
    "name": "000000093075.jpg",
    "numSteps": 4,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[0]",
        "blur:[1.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "0°"
        },
        {
            "name": "Blur",
            "value": "1.25px"
        }
    ],
    "source": "6OgE2645fUJV9t60jz3R",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[0]\",\n    \"blur:[1.25]\"\n]",
    "updated": 1721250494082,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:14PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "person",
            "x": 268.5,
            "y": 347.4178405,
            "width": 171,
            "height": 301.22065699999996,
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                    314.5,
                    420.657277
                ],
                [
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                ],
                [
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                    400.375587
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                [
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                    386.85446
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                [
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                [
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                [
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                [
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                [
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                [
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                [
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                [
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                [
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                [
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                ],
                [
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                ],
                [
                    183,
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                [
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                ],
                [
                    231.5,
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                ],
                [
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                ],
                [
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                ],
                [
                    249,
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                [
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                [
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                [
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                [
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                ],
                [
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                [
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                [
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                [
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                [
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                [
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        }
    ],
    "height": 640,
    "key": "000000093075_jpg.rf.a03ff8ed63f12d8599af137b419df1d9.jpg",
    "width": 640
}

Train Detection