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

000000103095.jpg

640x640
0.41MP

Updated Apr 4, 56514

5:19PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation -2°
Blur 2.5px

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "b84987dc9e65dc3801e268b41e211ffc",
    "height": 640,
    "id": "qSZGf9szKplMBYi9poM6",
    "label": [],
    "labels": [],
    "name": "000000103095.jpg",
    "numSteps": 4,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-2]",
        "blur:[2.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-2°"
        },
        {
            "name": "Blur",
            "value": "2.5px"
        }
    ],
    "source": "qSZGf9szKplMBYi9poM6",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-2]\",\n    \"blur:[2.5]\"\n]",
    "updated": 1721250494373,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:19PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "trains",
            "x": 292.3432325,
            "y": 279.687394,
            "width": 562.7284629999999,
            "height": 333.41398200000003,
            "points": [
                [
                    375.624378,
                    188.46535
                ],
                [
                    374.154212,
                    201.911696
                ],
                [
                    357.852874,
                    224.588451
                ],
                [
                    343.756786,
                    227.09569
                ],
                [
                    328.138223,
                    244.547189
                ],
                [
                    314.936908,
                    250.08516
                ],
                [
                    201.325736,
                    265.614425
                ],
                [
                    31.063137,
                    270.166922
                ],
                [
                    11.339628,
                    276.227004
                ],
                [
                    10.979001,
                    315.207719
                ],
                [
                    22.131991,
                    325.345518
                ],
                [
                    53.32234,
                    320.435738
                ],
                [
                    102.240182,
                    323.64373
                ],
                [
                    140.693341,
                    339.98397
                ],
                [
                    202.655572,
                    342.147738
                ],
                [
                    247.471234,
                    348.211964
                ],
                [
                    265.198727,
                    356.329735
                ],
                [
                    280.241898,
                    355.355311
                ],
                [
                    282.502221,
                    347.93553
                ],
                [
                    288.550875,
                    346.647011
                ],
                [
                    293.077053,
                    360.302753
                ],
                [
                    327.951116,
                    364.520067
                ],
                [
                    377.18834,
                    387.235866
                ],
                [
                    389.134253,
                    417.647879
                ],
                [
                    396.655838,
                    417.160668
                ],
                [
                    401.498633,
                    436.076565
                ],
                [
                    503.700805,
                    446.394385
                ],
                [
                    553.931888,
                    440.64978
                ],
                [
                    566.483376,
                    339.105587
                ],
                [
                    573.707464,
                    160.888484
                ],
                [
                    566.708962,
                    146.396536
                ],
                [
                    535.670006,
                    118.317264
                ],
                [
                    425.789324,
                    112.980403
                ],
                [
                    416.640647,
                    131.407708
                ],
                [
                    405.859347,
                    139.279801
                ],
                [
                    386.350603,
                    167.843522
                ],
                [
                    375.624378,
                    188.46535
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000103095_jpg.rf.2d99977e0860808f8c260ceefda07bbd.jpg",
    "width": 640
}
                                

                                

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