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

 
car
2

Unused Classes

person
rail-track
traffic-light
trains

Tags

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Attributes

000000095266.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
Flip Horizontal
Rotation -3°
Blur 1.25px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "67f15bcd2d22be3fb2d16b6242849af3",
    "height": 640,
    "id": "ju2jf5TjiXR2w99GYVZC",
    "label": [],
    "labels": [],
    "name": "000000095266.jpg",
    "numSteps": 5,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[-3]",
        "blur:[1.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-3°"
        },
        {
            "name": "Blur",
            "value": "1.25px"
        }
    ],
    "source": "ju2jf5TjiXR2w99GYVZC",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[-3]\",\n    \"blur:[1.25]\"\n]",
    "updated": 1721250494240,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:17PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "car",
            "x": 413.88603850000004,
            "y": 351.5558225,
            "width": 271.76300900000007,
            "height": 269.150459,
            "points": [
                [
                    293.517952,
                    471.822104
                ],
                [
                    438.478366,
                    485.928077
                ],
                [
                    456.189895,
                    482.350124
                ],
                [
                    471.01233,
                    486.131052
                ],
                [
                    483.833259,
                    470.78101
                ],
                [
                    509.322357,
                    462.103114
                ],
                [
                    528.40099,
                    461.100238
                ],
                [
                    532.288713,
                    453.793692
                ],
                [
                    543.692326,
                    446.380352
                ],
                [
                    549.767543,
                    349.565623
                ],
                [
                    546.130884,
                    304.313278
                ],
                [
                    456.078109,
                    216.980593
                ],
                [
                    441.835616,
                    221.241038
                ],
                [
                    437.998106,
                    218.035805
                ],
                [
                    378.817284,
                    219.941132
                ],
                [
                    310.177772,
                    230.3631
                ],
                [
                    299.879584,
                    245.344666
                ],
                [
                    285.492822,
                    309.67989
                ],
                [
                    278.004534,
                    433.457617
                ],
                [
                    281.218259,
                    467.672701
                ],
                [
                    293.517952,
                    471.822104
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "car",
            "x": 563.3466545,
            "y": 421.356969,
            "width": 32.06081700000004,
            "height": 32.481628,
            "points": [
                [
                    564.870767,
                    433.97174
                ],
                [
                    567.184165,
                    437.597783
                ],
                [
                    579.377063,
                    434.231297
                ],
                [
                    578.426523,
                    414.154034
                ],
                [
                    568.385769,
                    405.116155
                ],
                [
                    549.359472,
                    405.120402
                ],
                [
                    547.316246,
                    434.553805
                ],
                [
                    564.870767,
                    433.97174
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000095266_jpg.rf.f743b659ae37ae5c31fbd85d8b14f8da.jpg",
    "width": 640
}
                                

                                

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