Dataset Versions

v2

2023-12-14 3:21pm

Generated on Dec 14, 2023

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Dataset Split

Train Set 88%
583Images
Valid Set 8%
52Images
Test Set 4%
27Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Blur: Up to 1.5px

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traffic sign detection
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Labels
Attributes
Raw Data

Annotations

Group:
traffic-signs

CLASSES

LAYERS

 
crossroad_sign
2

Unused Classes

construction_sign
crossroad
crossroad_light
crossroad_light_green
crossroad_light_red
pedestrian_button
pedestrian_sign
traffic_light
traffic_light_sign

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

road183.png

640x640
0.41MP

Updated Oct 13, 55922

2:42AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation Applied Per Bounding Box
Shear Applied Per Bounding Box
Blur Applied Per Bounding Box

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "construction_sign": 4,
        "crossroad": 12,
        "crossroad_light": 2,
        "crossroad_light_green": 12,
        "crossroad_light_red": 5,
        "crossroad_sign": 207,
        "pedestrian_sign": 2,
        "traffic_light": 104,
        "traffic_light_sign": 2
    },
    "datasets": [
        "WdtdcS1nABw1XAeliiWd"
    ],
    "destination": "28fb5755748c22e8694ece4358895255",
    "height": 640,
    "id": "MQLgk8xUaykYphpkiqZZ",
    "label": [],
    "labels": [],
    "name": "road183.png",
    "numSteps": 5,
    "owner": "22GBG4JUo7YHN9SWwhTzUiAFOj93",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[[8],[7]]",
        "shear:[[3,6],[5,3]]",
        "blur:[[1],[0.5]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        }
    ],
    "source": "MQLgk8xUaykYphpkiqZZ",
    "split": "train",
    "split.WdtdcS1nABw1XAeliiWd.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[[8],[7]]\",\n    \"shear:[[3,6],[5,3]]\",\n    \"blur:[[1],[0.5]]\"\n]",
    "updated": 1702585276928,
    "updatedDate": "Oct 13, 55922",
    "updatedTime": "2:42AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "WdtdcS1nABw1XAeliiWd/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "crossroad_sign",
            "x": 397.5,
            "y": 269,
            "width": 97.0625,
            "height": 80
        },
        {
            "label": "crossroad_sign",
            "x": 221,
            "y": 270,
            "width": 29.75,
            "height": 23.875
        }
    ],
    "height": 640,
    "key": "road183.png",
    "width": 640
}

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