Dataset Versions

v2

2024-06-14 6:49pm

Generated on Jun 14, 2024

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Dataset Split

Train Set 88%
1619Images
Valid Set 8%
155Images
Test Set 4%
76Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -12° and +12°
Bounding Box: Blur: Up to 1.5px
traffic
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00433.jpg
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Raw Data

Annotations

Group:
traffic

CLASSES

LAYERS

 
1
1

Unused Classes

0
2
3

Tags

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

Attributes

00433.jpg

640x640
0.41MP

Updated Jun 14, 2024

6:49PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

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

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "0": 586,
        "1": 219,
        "2": 165,
        "3": 276
    },
    "datasets": [
        "XTexziTiYte4l38PaICq"
    ],
    "destination": "67e9d4a9d095310b1bb942708f8908b4",
    "height": 640,
    "id": "U4Ra0QrQoe38n8yeaE40",
    "label": [],
    "labels": [],
    "name": "00433.jpg",
    "numSteps": 4,
    "owner": "d9gsKtk5HjOP3cznUsYgzfcWU9P2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[[3]]",
        "blur:[[0]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        }
    ],
    "source": "U4Ra0QrQoe38n8yeaE40",
    "split": "train",
    "split.XTexziTiYte4l38PaICq.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[[3]]\",\n    \"blur:[[0]]\"\n]",
    "updated": {
        "_seconds": 1718390962,
        "_nanoseconds": 270000000
    },
    "updatedDate": "Jun 14, 2024",
    "updatedTime": "6:49PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "XTexziTiYte4l38PaICq/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "1",
            "x": 253,
            "y": 445,
            "width": 27.625,
            "height": 42.5
        }
    ],
    "height": 640,
    "key": "00433.jpg",
    "width": 640
}

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