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

-.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

5°

Blur

0px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "142cff51b0b15b07598715bc5a22f2a7",
    "height": 640,
    "id": "Q2oSDEk9pHjbHLQ9HE5d",
    "label": [],
    "labels": [],
    "name": "-.jpg",
    "numSteps": 4,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[5]",
        "blur:[0]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "5°"
        },
        {
            "name": "Blur",
            "value": "0px"
        }
    ],
    "source": "Q2oSDEk9pHjbHLQ9HE5d",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[5]\",\n    \"blur:[0]\"\n]",
    "updated": 1721250494063,
    "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": 451.63189350000005,
            "y": 378.693746,
            "width": 144.19447900000006,
            "height": 407.63893199999995,
            "points": [
                [
                    513.626778,
                    540.926004
                ],
                [
                    523.729133,
                    537.230464
                ],
                [
                    493.862124,
                    416.637653
                ],
                [
                    502.161671,
                    378.326514
                ],
                [
                    485.118069,
                    267.43599
                ],
                [
                    467.794727,
                    240.341717
                ],
                [
                    449.61504,
                    236.847886
                ],
                [
                    454.050964,
                    219.316558
                ],
                [
                    444.170737,
                    177.510592
                ],
                [
                    421.123265,
                    174.87428
                ],
                [
                    409.386832,
                    193.693791
                ],
                [
                    425.790927,
                    233.870966
                ],
                [
                    429.269811,
                    265.798254
                ],
                [
                    418.310107,
                    284.959369
                ],
                [
                    401.294916,
                    269.774558
                ],
                [
                    379.534654,
                    260.211701
                ],
                [
                    383.484204,
                    288.706907
                ],
                [
                    423.281633,
                    315.188102
                ],
                [
                    433.451115,
                    387.091387
                ],
                [
                    454.354037,
                    420.254774
                ],
                [
                    475.549433,
                    540.461898
                ],
                [
                    460.091898,
                    566.636714
                ],
                [
                    459.949378,
                    580.061219
                ],
                [
                    503.037045,
                    582.513212
                ],
                [
                    513.626778,
                    540.926004
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "person",
            "x": 264.538165,
            "y": 401.404994,
            "width": 117.114732,
            "height": 365.77202400000004,
            "points": [
                [
                    306.345487,
                    520.049317
                ],
                [
                    291.450739,
                    435.579045
                ],
                [
                    298.03221,
                    387.520555
                ],
                [
                    287.150011,
                    350.198981
                ],
                [
                    303.141043,
                    347.378538
                ],
                [
                    322.36259,
                    326.282995
                ],
                [
                    315.203518,
                    314.145764
                ],
                [
                    297.023831,
                    310.651933
                ],
                [
                    277.2886,
                    298.339118
                ],
                [
                    267.757526,
                    280.878362
                ],
                [
                    252.828182,
                    265.325356
                ],
                [
                    243.459536,
                    232.522061
                ],
                [
                    230.595134,
                    218.518982
                ],
                [
                    218.427836,
                    220.664596
                ],
                [
                    211.558107,
                    238.62568
                ],
                [
                    219.720345,
                    270.68529
                ],
                [
                    206.122322,
                    293.182043
                ],
                [
                    205.980799,
                    306.606462
                ],
                [
                    239.059449,
                    451.516895
                ],
                [
                    241.928424,
                    524.708363
                ],
                [
                    250.521441,
                    573.440874
                ],
                [
                    264.980112,
                    584.291006
                ],
                [
                    282.015108,
                    581.286877
                ],
                [
                    262.972781,
                    544.446336
                ],
                [
                    269.123474,
                    479.714945
                ],
                [
                    275.135863,
                    485.354391
                ],
                [
                    291.460254,
                    549.472615
                ],
                [
                    323.095531,
                    543.895195
                ],
                [
                    306.345487,
                    520.049317
                ]
            ]
        }
    ],
    "height": 640,
    "key": "-_jpg.rf.1ee9a5bdaf4a134d05d332f0232c6b71.jpg",
    "width": 640
}

Train Detection