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

 
traffic-light
5

Unused Classes

car
person
rail-track
trains

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Attributes

000000025550.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
Flip Horizontal
Rotation -12°
Blur 1.5px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YxcFM9eEBiVLbxRgiXtF"
    ],
    "destination": "b68daf8b6d8bd4daa113a234ce05bc9d",
    "height": 640,
    "id": "Za2JAc64gGjsBHNvPprI",
    "label": [],
    "labels": [],
    "name": "000000025550.jpg",
    "numSteps": 5,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[-12]",
        "blur:[1.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-12°"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        }
    ],
    "source": "Za2JAc64gGjsBHNvPprI",
    "split": "train",
    "split.YxcFM9eEBiVLbxRgiXtF.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[-12]\",\n    \"blur:[1.5]\"\n]",
    "updated": 1721250494378,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:19PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "YxcFM9eEBiVLbxRgiXtF/2"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "traffic-light",
            "x": 267.632478,
            "y": 308.1584665,
            "width": 17.878192000000013,
            "height": 47.177863,
            "points": [
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                ],
                [
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                ],
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                ],
                [
                    276.571574,
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                ],
                [
                    262.119112,
                    289.294907
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "traffic-light",
            "x": 399.9387805,
            "y": 341.9914745,
            "width": 20.054238999999995,
            "height": 53.604389000000026,
            "points": [
                [
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                ],
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                ],
                [
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                ],
                [
                    405.823452,
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                ],
                [
                    409.9659,
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                ],
                [
                    406.38799,
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                ],
                [
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                ],
                [
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                    326.019812
                ],
                [
                    389.911661,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "traffic-light",
            "x": 526.7345565,
            "y": 385.057816,
            "width": 16.230684999999994,
            "height": 30.601396000000022,
            "points": [
                [
                    518.619214,
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                ],
                [
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                ],
                [
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                ],
                [
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "traffic-light",
            "x": 513.5661895000001,
            "y": 381.0791305,
            "width": 15.618788999999992,
            "height": 30.128845000000013,
            "points": [
                [
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                ],
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                ],
                [
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                ],
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                ],
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                ],
                [
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "traffic-light",
            "x": 525.4031035,
            "y": 354.569874,
            "width": 14.509926999999948,
            "height": 24.17487,
            "points": [
                [
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                ],
                [
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                ],
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                ],
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                ]
            ]
        }
    ],
    "height": 640,
    "key": "000000025550_jpg.rf.8d1412e5a4af113ef70d7132b9aaa6b7.jpg",
    "width": 640
}
                                

                                

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