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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Labels
Attributes
Raw Data

Annotations

Group:
Trains

Classes

Layers

 
car
2
 
traffic-light
2

Unused Classes

person
rail-track
trains

Tags

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Attributes

000000013944.jpg

640x640
0.41MP

Updated Apr 4, 56514

5:16PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
Rotation 13°
Blur 1.75px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "b7a8e0980a619b8dafb5086c0eda3921",
    "height": 640,
    "id": "yv7fXiqUozaHvqUuYVBK",
    "label": [],
    "labels": [],
    "name": "000000013944.jpg",
    "numSteps": 5,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[13]",
        "blur:[1.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "13°"
        },
        {
            "name": "Blur",
            "value": "1.75px"
        }
    ],
    "source": "yv7fXiqUozaHvqUuYVBK",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[13]\",\n    \"blur:[1.75]\"\n]",
    "updated": 1721250494190,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:16PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "car",
            "x": 402.18312549999996,
            "y": 558.366487,
            "width": 228.976965,
            "height": 163.267026,
            "points": [
                [
                    332.231325,
                    640
                ],
                [
                    360.44103,
                    626.308983
                ],
                [
                    371.035381,
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                ],
                [
                    381.753452,
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                [
                    384.574912,
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                ],
                [
                    392.544417,
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                [
                    404.163963,
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                [
                    436.318175,
                    621.563148
                ],
                [
                    438.041547,
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                ],
                [
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                ],
                [
                    486.360137,
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                ],
                [
                    500.575775,
                    597.605409
                ],
                [
                    496.238592,
                    572.150887
                ],
                [
                    506.618609,
                    561.544038
                ],
                [
                    516.671608,
                    527.29366
                ],
                [
                    499.082122,
                    522.231809
                ],
                [
                    495.082992,
                    504.909675
                ],
                [
                    478.827999,
                    476.732974
                ],
                [
                    452.170919,
                    490.185409
                ],
                [
                    441.22748,
                    487.238279
                ],
                [
                    440.878391,
                    494.617035
                ],
                [
                    417.842598,
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                ],
                [
                    388.836865,
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                ],
                [
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                ],
                [
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                ],
                [
                    360.602203,
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                ],
                [
                    321.452856,
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                ],
                [
                    287.694643,
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                ],
                [
                    294.718532,
                    615.026378
                ],
                [
                    308.800343,
                    640
                ],
                [
                    332.231325,
                    640
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "car",
            "x": 183.10334799999998,
            "y": 614.245413,
            "width": 129.729862,
            "height": 51.50917400000003,
            "points": [
                [
                    247.968279,
                    640
                ],
                [
                    240.851985,
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                ],
                [
                    231.919145,
                    603.068919
                ],
                [
                    200.164846,
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                ],
                [
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                ],
                [
                    184.422451,
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                ],
                [
                    139.026971,
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                ],
                [
                    126.011072,
                    611.098859
                ],
                [
                    118.238417,
                    640
                ],
                [
                    247.968279,
                    640
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "traffic-light",
            "x": 233.790158,
            "y": 121.5092445,
            "width": 44.81667399999998,
            "height": 103.876795,
            "points": [
                [
                    237.212656,
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                ],
                [
                    255.376599,
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                ],
                [
                    256.198495,
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
                    240.2528,
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                ],
                [
                    229.145851,
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                ],
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                ],
                [
                    237.212656,
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            ]
        },
        {
            "type": "polygon",
            "label": "traffic-light",
            "x": 90.0197485,
            "y": 133.340585,
            "width": 56.53786900000001,
            "height": 116.834698,
            "points": [
                [
                    90.780952,
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                ],
                [
                    112.842376,
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                ],
                [
                    118.288683,
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                ],
                [
                    113.264358,
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                ],
                [
                    89.771142,
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                ],
                [
                    61.750814,
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                ],
                [
                    90.780952,
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                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000013944_jpg.rf.3c54d3e780867b1e3a0faba9786d4da4.jpg",
    "width": 640
}
                                

                                

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