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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

bicycle52.jpg

640x640
0.41MP

Updated Jun 28, 56411

7:12PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 92%
Centered on 87%, 77%
Resize Stretch to 640x640
90° Rotate Applied
Rotation 10°
Shear X: 4°
Y: -6°
Hue -10°
Saturation -8%
Brightness 7%
Blur 0.75px
Cutout Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "xVdEL0QvIU8zJp6FETFS"
    ],
    "destination": "7f6be47e6eeca5e0d2e58c7b4518624c",
    "height": 640,
    "id": "Ev2yJ0QhGyNyw2J4PxNr",
    "label": [],
    "labels": [],
    "name": "bicycle52.jpg",
    "numSteps": 11,
    "owner": "F5yTWUSIA9ZvmMMZbXJ9j9VRkAx2",
    "preprocessing": [
        "auto-orient",
        "crop:[92,0.866867,0.768101]",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[-90]",
        "rotate:[10]",
        "shear:[4,-6]",
        "hue:[-10]",
        "saturation:[-8]",
        "brightness:[7]",
        "blur:[0.75]",
        "cutout:[{\"masks\":[[10,0.9404990832175,0.87469297283849],[10,0.9466298657811099,0.9505251491941498],[10,0.595558476382035,0.4865875354483724]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 92%<br />Centered on 87%, 77%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "10°"
        },
        {
            "name": "Shear",
            "value": "X: 4°<br/>Y: -6°"
        },
        {
            "name": "Hue",
            "value": "-10°"
        },
        {
            "name": "Saturation",
            "value": "-8%"
        },
        {
            "name": "Brightness",
            "value": "7%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "Ev2yJ0QhGyNyw2J4PxNr",
    "split": "train",
    "split.xVdEL0QvIU8zJp6FETFS.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[92,0.866867,0.768101]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[-90]\",\n    \"rotate:[10]\",\n    \"shear:[4,-6]\",\n    \"hue:[-10]\",\n    \"saturation:[-8]\",\n    \"brightness:[7]\",\n    \"blur:[0.75]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.9404990832175,0.87469297283849],[10,0.9466298657811099,0.9505251491941498],[10,0.595558476382035,0.4865875354483724]]}]\"\n]",
    "updated": 1718007477146,
    "updatedDate": "Jun 28, 56411",
    "updatedTime": "7:12PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xVdEL0QvIU8zJp6FETFS/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Wheel",
            "x": 247.44432018197787,
            "y": 125.48729768473932,
            "width": 378.88864036395574,
            "height": 250.97459536947864
        },
        {
            "label": "Wheel",
            "x": 266.00877914753374,
            "y": 442.57774339485843,
            "width": 519.7747724000448,
            "height": 394.84451321028314
        },
        {
            "label": "Seat",
            "x": 499.1188846196446,
            "y": 116.67929833209313,
            "width": 66.51372790240009,
            "height": 110.23492924747185
        },
        {
            "label": "Handlebar",
            "x": 586.0710799390001,
            "y": 292.58881023207346,
            "width": 107.85784012199974,
            "height": 359.876205413584
        },
        {
            "label": "Bicycle",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640
        }
    ],
    "height": 640,
    "key": "bicycle52.jpg",
    "width": 640
}

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