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
1

Unused Classes

person
rail-track
traffic-light
trains

Tags

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Attributes

000000050786.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 -11°
Blur 0.25px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "9a6fe327f85d070ca206eee1be359afb",
    "height": 640,
    "id": "FJMCbQ12atgdvmKybpfp",
    "label": [],
    "labels": [],
    "name": "000000050786.jpg",
    "numSteps": 4,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-11]",
        "blur:[0.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-11°"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        }
    ],
    "source": "FJMCbQ12atgdvmKybpfp",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-11]\",\n    \"blur:[0.25]\"\n]",
    "updated": 1721250494344,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:19PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "car",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640,
            "points": [
                [
                    189.357715,
                    0
                ],
                [
                    0,
                    295.922209
                ],
                [
                    0,
                    583.184721
                ],
                [
                    145.344791,
                    607.964942
                ],
                [
                    303.642562,
                    640
                ],
                [
                    583.787643,
                    640
                ],
                [
                    640,
                    350.812496
                ],
                [
                    640,
                    102.156968
                ],
                [
                    634.920967,
                    93.936327
                ],
                [
                    625.466037,
                    56.103818
                ],
                [
                    346.512157,
                    0
                ],
                [
                    189.357715,
                    0
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000050786_jpg.rf.e676e6a0971f8d003ac0bef2ba1b9630.jpg",
    "width": 640
}
                                

                                

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