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

000000009542.jpg

640x640

0.41MP

Updated Apr 4, 56514

5:16PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Flip

Horizontal

Rotation

2°

Blur

1.5px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "car": 253,
        "person": 1325,
        "rail-track": 1030,
        "traffic-light": 62,
        "trains": 330
    },
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "179c433066bf672ec8a8d9ca870a326e",
    "height": 640,
    "id": "leBKcGqdMibcQ1D0XPOJ",
    "label": [],
    "labels": [],
    "name": "000000009542.jpg",
    "numSteps": 5,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
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        "flip:[\"horizontal\"]",
        "rotate:[2]",
        "blur:[1.5]"
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    "preprocessingParsed": [
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            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        }
    ],
    "source": "leBKcGqdMibcQ1D0XPOJ",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[2]\",\n    \"blur:[1.5]\"\n]",
    "updated": 1721250494187,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:16PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}

Annotation Data

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    "height": 640,
    "key": "000000009542_jpg.rf.302570ca59810cc59f0a241462de6478.jpg",
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}

Train Detection