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2024-06-10 4:17pm
v1
·
9 months ago
v1

2024-06-10 4:17pm

Generated on Jun 10, 2024
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144 Total Images

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Dataset Split

Train Set 88%
126Images
Valid Set 8%
12Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each

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ActiveMobilityDevices
Annotate
7 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group: Bicycle-Wheel-Handlebar
 
Bicycle
1
 
Handlebar
1
 
Seat
1
 
Wheel
2

Unused Classes

Handlebarr
Helmet

Attributes

bicycle27.jpg

640x640
0.41MP

Updated Jun 28, 56411

6:59PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 91%
Centered on 93%, 34%
Resize Stretch to 640x640
90° Rotate Applied
Rotation 2°
Shear X: -2°
Y: 0°
Hue 5°
Saturation 15%
Brightness 13%
Blur 2.5px
Cutout Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "xVdEL0QvIU8zJp6FETFS"
    ],
    "destination": "6e8d148092e3393546602a8e9c57f3cc",
    "height": 640,
    "id": "pBzxsjsUjN57xSamShnT",
    "label": [],
    "labels": [],
    "name": "bicycle27.jpg",
    "numSteps": 11,
    "owner": "F5yTWUSIA9ZvmMMZbXJ9j9VRkAx2",
    "preprocessing": [
        "auto-orient",
        "crop:[91,0.932754,0.340156]",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[-90]",
        "rotate:[2]",
        "shear:[-2,0]",
        "hue:[5]",
        "saturation:[15]",
        "brightness:[13]",
        "blur:[2.5]",
        "cutout:[{\"masks\":[[10,0.7594519294013882,0.3325285213949438],[10,0.6651196764121612,0.5144855365232657],[10,0.6811545526437279,0.36770921385199395]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 91%<br />Centered on 93%, 34%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Shear",
            "value": "X: -2°<br/>Y: 0°"
        },
        {
            "name": "Hue",
            "value": "5°"
        },
        {
            "name": "Saturation",
            "value": "15%"
        },
        {
            "name": "Brightness",
            "value": "13%"
        },
        {
            "name": "Blur",
            "value": "2.5px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "pBzxsjsUjN57xSamShnT",
    "split": "train",
    "split.xVdEL0QvIU8zJp6FETFS.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[91,0.932754,0.340156]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[-90]\",\n    \"rotate:[2]\",\n    \"shear:[-2,0]\",\n    \"hue:[5]\",\n    \"saturation:[15]\",\n    \"brightness:[13]\",\n    \"blur:[2.5]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.7594519294013882,0.3325285213949438],[10,0.6651196764121612,0.5144855365232657],[10,0.6811545526437279,0.36770921385199395]]}]\"\n]",
    "updated": 1718007476347,
    "updatedDate": "Jun 28, 56411",
    "updatedTime": "6:59PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xVdEL0QvIU8zJp6FETFS/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Wheel",
            "x": 251.0571293698335,
            "y": 124,
            "width": 279.885741260333,
            "height": 248
        },
        {
            "label": "Wheel",
            "x": 255.6703372119886,
            "y": 501,
            "width": 284.23482286440554,
            "height": 278
        },
        {
            "label": "Bicycle",
            "x": 306.7764628898929,
            "y": 320,
            "width": 412.4470742202142,
            "height": 640
        },
        {
            "label": "Handlebar",
            "x": 476.0372231954354,
            "y": 426.5,
            "width": 53.616710833861475,
            "height": 53
        },
        {
            "label": "Seat",
            "x": 466.19606141312124,
            "y": 198,
            "width": 41.26832982813016,
            "height": 109
        }
    ],
    "height": 640,
    "key": "bicycle27.jpg",
    "width": 640
}

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