Dataset Versions

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train- valid- test - -
v12
·
2 years ago
2023-08-20 1:13am
v11
·
2 years ago
2023-08-20 12:59am
v10
·
2 years ago
2023-08-19 10:35pm
v9
·
2 years ago
2023-07-28 10:51pm
v5
·
2 years ago
limit60 edited
v4
·
2 years ago
2023-07-21 11:01pm
v3
·
2 years ago
2023-07-18 10:41pm
v2
·
2 years ago
2023-07-17 4:05pm
v1
·
2 years ago
v10

2023-08-20 12:59am

Generated on Aug 19, 2023
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4186 Total Images

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Dataset Split

Train Set 93%
3912Images
Valid Set 3%
139Images
Test Set 3%
135Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 30% Minimum Zoom, 80% Maximum Zoom
Rotation: Between -15° and +15°

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Raw Data

Annotations

Group:
signs

Classes

Layers

 
limit30
1

Unused Classes

limit100
limit50
limit60
limit70
limit80

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Attributes

00252.jpg

640x640
0.41MP

Updated Dec 12, 55601

1:58AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 66%
Centered on 73%, 62%
Resize Stretch to 640x640
Rotation -10°

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "dTDbjVcBGB7i1ia8YkFa"
    ],
    "destination": "a849959c70c2bd45038028267fab413f",
    "height": 640,
    "id": "nawa2NopOjT43YNWfNNz",
    "label": [],
    "labels": [],
    "name": "00252.jpg",
    "numSteps": 4,
    "owner": "sWZ86s1tULdnKB0VY8eYheU3LJw1",
    "preprocessing": [
        "auto-orient",
        "crop:[66,0.731216,0.624837]",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-10]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 66%<br />Centered on 73%, 62%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-10°"
        }
    ],
    "source": "nawa2NopOjT43YNWfNNz",
    "split": "train",
    "split.dTDbjVcBGB7i1ia8YkFa.10": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[66,0.731216,0.624837]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-10]\"\n]",
    "updated": 1692460749509,
    "updatedDate": "Dec 12, 55601",
    "updatedTime": "1:58AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "dTDbjVcBGB7i1ia8YkFa/10"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "limit30",
            "x": 444,
            "y": 273,
            "width": 35,
            "height": 48
        }
    ],
    "height": 640,
    "key": "00252.jpg",
    "width": 640
}

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