Dataset Versions

v2

2023-11-03 12:32am

Generated on Nov 2, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 84%
654Images
Valid Set 9%
70Images
Test Set 6%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -25° and +25°
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

Similar Projects

See More
VENTOUX
Annotate
RVV_frame58.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
cyclist-motorcyclist

CLASSES

LAYERS

 
Cyclist
120
 
Motor
1

Tags

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

Attributes

RVV_frame58.jpg

640x640
0.41MP

Updated Nov 2, 2023

11:32PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation 22°
Brightness -9%
Blur 0.5px
Noise 4%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Motor": 271,
        "Cyclist": 11129
    },
    "datasets": [
        "3QBJ0Pp71l74bVIl4BS0"
    ],
    "destination": "83adb35405adebb185696896be7b4404",
    "height": 640,
    "id": "IdcFPFFfWIFo3mAjFJdQ",
    "label": [],
    "labels": [],
    "name": "RVV_frame58.jpg",
    "numSteps": 6,
    "owner": "2xPDJLpwZ2NWiNNadhdg4C6WTgW2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[22]",
        "brightness:[-9]",
        "blur:[0.5]",
        "noise:[4,360344]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "22°"
        },
        {
            "name": "Brightness",
            "value": "-9%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "4%"
        }
    ],
    "source": "IdcFPFFfWIFo3mAjFJdQ",
    "split": "train",
    "split.3QBJ0Pp71l74bVIl4BS0.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[22]\",\n    \"brightness:[-9]\",\n    \"blur:[0.5]\",\n    \"noise:[4,360344]\"\n]",
    "updated": {
        "_seconds": 1698967963,
        "_nanoseconds": 504000000
    },
    "updatedDate": "Nov 2, 2023",
    "updatedTime": "11:32PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "3QBJ0Pp71l74bVIl4BS0/2"
    ],
    "width": 640
}
{
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            "label": "Motor",
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            "y": 145,
            "width": 18,
            "height": 29
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        {
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            "width": 15,
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        {
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        {
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        },
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        },
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        },
        {
            "label": "Cyclist",
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            "y": 449,
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        },
        {
            "label": "Cyclist",
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        {
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        {
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        {
            "label": "Cyclist",
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        {
            "label": "Cyclist",
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        },
        {
            "label": "Cyclist",
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        {
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        },
        {
            "label": "Cyclist",
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        {
            "label": "Cyclist",
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        {
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        {
            "label": "Cyclist",
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        {
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        {
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        {
            "label": "Cyclist",
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            "width": 11,
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        }
    ],
    "height": 640,
    "key": "RVV_frame58.jpg",
    "width": 640
}

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