Dataset Versions

v2

2024-07-17 9:08pm

Generated on Jul 17, 2024

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

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Train Detection
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Labels
Attributes
Raw Data

Annotations

Group:
Trains

Classes

Layers

 
trains
1

Unused Classes

car
person
rail-track
traffic-light

Tags

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Attributes

000000007232.jpg

640x640
0.41MP

Updated Apr 4, 56514

5:15PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation 10°
Blur 0.5px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "2fa6fc0891288c61c27f6cd771aa24ab",
    "height": 640,
    "id": "SviBaPrCeT6bXptsWcWO",
    "label": [],
    "labels": [],
    "name": "000000007232.jpg",
    "numSteps": 4,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[10]",
        "blur:[0.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "10°"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        }
    ],
    "source": "SviBaPrCeT6bXptsWcWO",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[10]\",\n    \"blur:[0.5]\"\n]",
    "updated": 1721250494107,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:15PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "trains",
            "x": 367.19761200000005,
            "y": 320.6351075,
            "width": 345.316298,
            "height": 319.77230499999996,
            "points": [
                [
                    331.041977,
                    480.52126
                ],
                [
                    361.19978,
                    472.036509
                ],
                [
                    389.668983,
                    455.967764
                ],
                [
                    433.236062,
                    420.869194
                ],
                [
                    479.469753,
                    372.099882
                ],
                [
                    494.995948,
                    362.254209
                ],
                [
                    519.485476,
                    343.621575
                ],
                [
                    530.758088,
                    336.782202
                ],
                [
                    539.855761,
                    325.47462
                ],
                [
                    537.932728,
                    277.510874
                ],
                [
                    529.128944,
                    267.893526
                ],
                [
                    480.354824,
                    256.185187
                ],
                [
                    438.938221,
                    240.133239
                ],
                [
                    414.610647,
                    223.098888
                ],
                [
                    390.68745,
                    214.116647
                ],
                [
                    298.646083,
                    164.343294
                ],
                [
                    278.719198,
                    160.748955
                ],
                [
                    260.81901,
                    162.889814
                ],
                [
                    215.748583,
                    177.944933
                ],
                [
                    207.463339,
                    188.544684
                ],
                [
                    206.302479,
                    204.996201
                ],
                [
                    194.539463,
                    230.42515
                ],
                [
                    202.812686,
                    306.13878
                ],
                [
                    222.608578,
                    418.406864
                ],
                [
                    233.14644,
                    455.134966
                ],
                [
                    270.004207,
                    477.719796
                ],
                [
                    331.041977,
                    480.52126
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000007232_jpg.rf.951368b345646f4bcb8e549f33ad8741.jpg",
    "width": 640
}
                                

                                

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