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2024-06-10 4:17pm
v1
·
10 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
1 / 13
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group: Bicycle-Wheel-Handlebar
 
Bicycle
1
 
Handlebar
1
 
Seat
1
 
Wheel
3

Unused Classes

Handlebarr
Helmet

Attributes

bicycle20.jpg

640x640
0.41MP

Updated Jun 28, 56411

7:48PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 96%
Centered on 91%, 83%
Resize Stretch to 640x640
90° Rotate Applied
Rotation -1°
Shear X: 9°
Y: 7°
Hue 2°
Saturation -9%
Brightness 7%
Blur 1px
Cutout Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "xVdEL0QvIU8zJp6FETFS"
    ],
    "destination": "2748374b27edc2829e47a5b8eb76747a",
    "height": 640,
    "id": "pzHctdq737iWcDFjkE5u",
    "label": [],
    "labels": [],
    "name": "bicycle20.jpg",
    "numSteps": 11,
    "owner": "F5yTWUSIA9ZvmMMZbXJ9j9VRkAx2",
    "preprocessing": [
        "auto-orient",
        "crop:[96,0.907326,0.826744]",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[90]",
        "rotate:[-1]",
        "shear:[9,7]",
        "hue:[2]",
        "saturation:[-9]",
        "brightness:[7]",
        "blur:[1]",
        "cutout:[{\"masks\":[[10,0.9631215677700693,0.3791954399761661],[10,0.7509549072184294,0.04130442987453309],[10,0.5062483899335051,0.5926413669886752]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 96%<br />Centered on 91%, 83%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-1°"
        },
        {
            "name": "Shear",
            "value": "X: 9°<br/>Y: 7°"
        },
        {
            "name": "Hue",
            "value": "2°"
        },
        {
            "name": "Saturation",
            "value": "-9%"
        },
        {
            "name": "Brightness",
            "value": "7%"
        },
        {
            "name": "Blur",
            "value": "1px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "pzHctdq737iWcDFjkE5u",
    "split": "train",
    "split.xVdEL0QvIU8zJp6FETFS.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[96,0.907326,0.826744]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[90]\",\n    \"rotate:[-1]\",\n    \"shear:[9,7]\",\n    \"hue:[2]\",\n    \"saturation:[-9]\",\n    \"brightness:[7]\",\n    \"blur:[1]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.9631215677700693,0.3791954399761661],[10,0.7509549072184294,0.04130442987453309],[10,0.5062483899335051,0.5926413669886752]]}]\"\n]",
    "updated": 1718007479300,
    "updatedDate": "Jun 28, 56411",
    "updatedTime": "7:48PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xVdEL0QvIU8zJp6FETFS/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Wheel",
            "x": 470.8679175033868,
            "y": 152.58991213892637,
            "width": 338.26416499322636,
            "height": 271.6094571065131
        },
        {
            "label": "Wheel",
            "x": 475.61257530481583,
            "y": 528.4082972468395,
            "width": 328.77484939036833,
            "height": 223.18340550632092
        },
        {
            "label": "Wheel",
            "x": 499.9432861140083,
            "y": 390.5788746696993,
            "width": 98.77336010837894,
            "height": 75.87095336861898
        },
        {
            "label": "Bicycle",
            "x": 366.0262038896415,
            "y": 322.3743563679629,
            "width": 547.947592220717,
            "height": 635.2512872640742
        },
        {
            "label": "Handlebar",
            "x": 141.6933130705515,
            "y": 199.85821439972,
            "width": 68.87817566694503,
            "height": 76.6485470416867
        },
        {
            "label": "Seat",
            "x": 175.95460732597203,
            "y": 444.2342722673548,
            "width": 41.3455934868702,
            "height": 103.46688759231881
        }
    ],
    "height": 640,
    "key": "bicycle20.jpg",
    "width": 640
}

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