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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
1 / 13
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

bicycle41.jpg

640x640
0.41MP

Updated Jun 28, 56411

7:32PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 86%
Centered on 20%, 32%
Resize Stretch to 640x640
90° Rotate Applied
Rotation 0°
Shear X: 6°
Y: -7°
Hue -6°
Saturation 10%
Brightness -11%
Blur 1.5px
Cutout Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "xVdEL0QvIU8zJp6FETFS"
    ],
    "destination": "c5a1a155cb542c4b3b8ea01bcd167f62",
    "height": 640,
    "id": "P3Fnp4gGJ4DTeLRfEKMs",
    "label": [],
    "labels": [],
    "name": "bicycle41.jpg",
    "numSteps": 11,
    "owner": "F5yTWUSIA9ZvmMMZbXJ9j9VRkAx2",
    "preprocessing": [
        "auto-orient",
        "crop:[86,0.200129,0.324656]",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[90]",
        "rotate:[0]",
        "shear:[6,-7]",
        "hue:[-6]",
        "saturation:[10]",
        "brightness:[-11]",
        "blur:[1.5]",
        "cutout:[{\"masks\":[[10,0.26112551794994854,0.6133892869652215],[10,0.16270994696469354,0.016886793518355203],[10,0.23835635974148994,0.5079241671211361]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 86%<br />Centered on 20%, 32%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "0°"
        },
        {
            "name": "Shear",
            "value": "X: 6°<br/>Y: -7°"
        },
        {
            "name": "Hue",
            "value": "-6°"
        },
        {
            "name": "Saturation",
            "value": "10%"
        },
        {
            "name": "Brightness",
            "value": "-11%"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "P3Fnp4gGJ4DTeLRfEKMs",
    "split": "train",
    "split.xVdEL0QvIU8zJp6FETFS.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[86,0.200129,0.324656]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[90]\",\n    \"rotate:[0]\",\n    \"shear:[6,-7]\",\n    \"hue:[-6]\",\n    \"saturation:[10]\",\n    \"brightness:[-11]\",\n    \"blur:[1.5]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.26112551794994854,0.6133892869652215],[10,0.16270994696469354,0.016886793518355203],[10,0.23835635974148994,0.5079241671211361]]}]\"\n]",
    "updated": 1718007478345,
    "updatedDate": "Jun 28, 56411",
    "updatedTime": "7:32PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xVdEL0QvIU8zJp6FETFS/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Wheel",
            "x": 443.1524489780785,
            "y": 488.1622035963433,
            "width": 372.3936869932802,
            "height": 283.7911165558811
        },
        {
            "label": "Wheel",
            "x": 428.8825565712143,
            "y": 120.41130828922624,
            "width": 382.7301923729369,
            "height": 240.82261657845248
        },
        {
            "label": "Seat",
            "x": 127.45719856958357,
            "y": 409.3956028352216,
            "width": 135.06351157630343,
            "height": 150.2970940833734
        },
        {
            "label": "Handlebar",
            "x": 115.12224388817138,
            "y": 156.53821690669704,
            "width": 154.98415389834955,
            "height": 206.0305378795328
        },
        {
            "label": "Bicycle",
            "x": 332.5,
            "y": 319.49066403044486,
            "width": 615,
            "height": 638.9813280608897
        }
    ],
    "height": 640,
    "key": "bicycle41.jpg",
    "width": 640
}

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