Dataset Versions

2024-07-17 9:08pm

Generated on Jul 17, 2024

Download Dataset

7950 Total Images

View All Images

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

000000055642.jpg

640x640

0.41MP

Updated Apr 4, 56514

5:20PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Rotation

-4°

Blur

0.75px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "59800047a3751fa9e593e92a840f1238",
    "height": 640,
    "id": "ql7NeqxPzsKKeU6ixLq5",
    "label": [],
    "labels": [],
    "name": "000000055642.jpg",
    "numSteps": 4,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-4]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-4°"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "ql7NeqxPzsKKeU6ixLq5",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-4]\",\n    \"blur:[0.75]\"\n]",
    "updated": 1721250494403,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:20PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "trains",
            "x": 293.7806695,
            "y": 339.3614205,
            "width": 456.069137,
            "height": 480.558163,
            "points": [
                [
                    508.246907,
                    423.383277
                ],
                [
                    490.097436,
                    324.543131
                ],
                [
                    471.143719,
                    323.217758
                ],
                [
                    481.195952,
                    279.813235
                ],
                [
                    487.181337,
                    280.231774
                ],
                [
                    486.889545,
                    291.572378
                ],
                [
                    490.639072,
                    273.790616
                ],
                [
                    499.536905,
                    268.398162
                ],
                [
                    503.725944,
                    258.666669
                ],
                [
                    493.67006,
                    251.948842
                ],
                [
                    484.759462,
                    264.691644
                ],
                [
                    482.405064,
                    262.522124
                ],
                [
                    480.36799,
                    234.311305
                ],
                [
                    473.782607,
                    213.801972
                ],
                [
                    475.617248,
                    201.90096
                ],
                [
                    479.793522,
                    199.519816
                ],
                [
                    468.36804,
                    198.052573
                ],
                [
                    446.472692,
                    167.11654
                ],
                [
                    422.463677,
                    152.071773
                ],
                [
                    424.05759,
                    122.109973
                ],
                [
                    410.129989,
                    99.082339
                ],
                [
                    393.691156,
                    111.96701
                ],
                [
                    393.213347,
                    125.967785
                ],
                [
                    364.271224,
                    131.295196
                ],
                [
                    361.946008,
                    164.547331
                ],
                [
                    356.772171,
                    166.85872
                ],
                [
                    350.934508,
                    185.831053
                ],
                [
                    333.257381,
                    180.585181
                ],
                [
                    317.896354,
                    199.559871
                ],
                [
                    286.253331,
                    193.337408
                ],
                [
                    274.908092,
                    197.890428
                ],
                [
                    268.723925,
                    207.482408
                ],
                [
                    266.42424,
                    226.033847
                ],
                [
                    241.751399,
                    227.650027
                ],
                [
                    235.66024,
                    235.911921
                ],
                [
                    233.639581,
                    250.473105
                ],
                [
                    222.188568,
                    263.706558
                ],
                [
                    212.491954,
                    259.018737
                ],
                [
                    204.48591,
                    273.161381
                ],
                [
                    179.918844,
                    266.097128
                ],
                [
                    160.66057,
                    283.462707
                ],
                [
                    147.50622,
                    285.216043
                ],
                [
                    112.193913,
                    302.795604
                ],
                [
                    88.121071,
                    324.502579
                ],
                [
                    86.632932,
                    345.783945
                ],
                [
                    75.980701,
                    369.097674
                ],
                [
                    65.746101,
                    465.284718
                ],
                [
                    68.113263,
                    460.103888
                ],
                [
                    87.346006,
                    457.439005
                ],
                [
                    125.506935,
                    470.800191
                ],
                [
                    157.521993,
                    471.702313
                ],
                [
                    166.195513,
                    491.021073
                ],
                [
                    179.721897,
                    483.947395
                ],
                [
                    184.777195,
                    497.666788
                ],
                [
                    190.669571,
                    499.415412
                ],
                [
                    203.2914,
                    490.941892
                ],
                [
                    213.055492,
                    509.000324
                ],
                [
                    220.131449,
                    508.158534
                ],
                [
                    229.321074,
                    491.425475
                ],
                [
                    236.397031,
                    490.583685
                ],
                [
                    242.344119,
                    513.053268
                ],
                [
                    250.125849,
                    523.621838
                ],
                [
                    257.108797,
                    524.110133
                ],
                [
                    262.56166,
                    517.808489
                ],
                [
                    280.424805,
                    520.394191
                ],
                [
                    320.927365,
                    543.275244
                ],
                [
                    345.494432,
                    550.339497
                ],
                [
                    366.629294,
                    549.144212
                ],
                [
                    393.631001,
                    564.398248
                ],
                [
                    464.644066,
                    566.690786
                ],
                [
                    468.249523,
                    579.640502
                ],
                [
                    474.087186,
                    560.668167
                ],
                [
                    496.139369,
                    553.522377
                ],
                [
                    495.818396,
                    529.441327
                ],
                [
                    508.254208,
                    523.627977
                ],
                [
                    511.256015,
                    466.364549
                ],
                [
                    520.699135,
                    460.34193
                ],
                [
                    517.985469,
                    456.142404
                ],
                [
                    521.071169,
                    455.021589
                ],
                [
                    521.815238,
                    444.380905
                ],
                [
                    508.246907,
                    423.383277
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000055642_jpg.rf.dba08cca64cee810eb34f1852983b103.jpg",
    "width": 640
}

Train Detection