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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Attributes
Raw Data

Annotations

Group:
Trains

Classes

Layers

 
trains
1

Unused Classes

car
person
rail-track
traffic-light

Tags

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Attributes

000000009178.jpg

640x640
0.41MP

Updated Apr 4, 56514

5:17PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation -12°
Blur 0.25px

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "9b1f8216115574f3d28d63a55e1cb355",
    "height": 640,
    "id": "GyQt9w8hax3zMGr2PsP6",
    "label": [],
    "labels": [],
    "name": "000000009178.jpg",
    "numSteps": 4,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-12]",
        "blur:[0.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-12°"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        }
    ],
    "source": "GyQt9w8hax3zMGr2PsP6",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-12]\",\n    \"blur:[0.25]\"\n]",
    "updated": 1721250494253,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:17PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "trains",
            "x": 305.9444905,
            "y": 395.7161525,
            "width": 611.888981,
            "height": 488.56769499999996,
            "points": [
                [
                    517.445504,
                    640
                ],
                [
                    517.974308,
                    639.135039
                ],
                [
                    555.621151,
                    639.980739
                ],
                [
                    569.438039,
                    632.694203
                ],
                [
                    558.98547,
                    604.913926
                ],
                [
                    592.544342,
                    456.651314
                ],
                [
                    607.466626,
                    357.589084
                ],
                [
                    605.401561,
                    333.636307
                ],
                [
                    610.722175,
                    298.985318
                ],
                [
                    596.111372,
                    290.767993
                ],
                [
                    594.986724,
                    286.439579
                ],
                [
                    611.888981,
                    202.110974
                ],
                [
                    608.661537,
                    193.246234
                ],
                [
                    586.079052,
                    179.245114
                ],
                [
                    521.937134,
                    163.566647
                ],
                [
                    484.436792,
                    166.84145
                ],
                [
                    460.191013,
                    160.66551
                ],
                [
                    442.045711,
                    169.076694
                ],
                [
                    436.176826,
                    167.829224
                ],
                [
                    434.343352,
                    157.216101
                ],
                [
                    426.371671,
                    151.432305
                ],
                [
                    400.987191,
                    174.662204
                ],
                [
                    381.925153,
                    177.766827
                ],
                [
                    220.894838,
                    194.655807
                ],
                [
                    160.958511,
                    188.049991
                ],
                [
                    138.754118,
                    191.509026
                ],
                [
                    127.309349,
                    197.25509
                ],
                [
                    54.057048,
                    205.198667
                ],
                [
                    38.931279,
                    223.452738
                ],
                [
                    12.398472,
                    228.036421
                ],
                [
                    0,
                    286.366646
                ],
                [
                    0,
                    353.600735
                ],
                [
                    4.101257,
                    363.266434
                ],
                [
                    3.000288,
                    373.255821
                ],
                [
                    17.904093,
                    389.714151
                ],
                [
                    74.783154,
                    405.893531
                ],
                [
                    86.483194,
                    427.804922
                ],
                [
                    101.717732,
                    433.087804
                ],
                [
                    141.66123,
                    471.225934
                ],
                [
                    158.081828,
                    475.738581
                ],
                [
                    218.065512,
                    510.98
                ],
                [
                    272.010131,
                    526.535645
                ],
                [
                    295.740944,
                    559.182981
                ],
                [
                    309.728012,
                    570.334748
                ],
                [
                    389.359738,
                    618.953553
                ],
                [
                    426.113523,
                    628.810492
                ],
                [
                    450.633979,
                    640
                ],
                [
                    517.445504,
                    640
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000009178_jpg.rf.93ae5c6ea6c3dbed0b57d14bedb9e0fd.jpg",
    "width": 640
}
                                

                                

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