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2024-06-10 4:17pm
v1
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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
2

Unused Classes

Handlebarr
Helmet

Attributes

bicycle55.jpg

640x640
0.41MP

Updated Jun 28, 56411

7:20PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 90%
Centered on 19%, 91%
Resize Stretch to 640x640
90° Rotate Applied
Rotation -9°
Shear X: -5°
Y: -6°
Hue -15°
Saturation -3%
Brightness 13%
Blur 2px
Cutout Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "xVdEL0QvIU8zJp6FETFS"
    ],
    "destination": "35480a237cef7df08f75dc14086b6939",
    "height": 640,
    "id": "SmGH7vjyj41nDlPv0RYw",
    "label": [],
    "labels": [],
    "name": "bicycle55.jpg",
    "numSteps": 11,
    "owner": "F5yTWUSIA9ZvmMMZbXJ9j9VRkAx2",
    "preprocessing": [
        "auto-orient",
        "crop:[90,0.194221,0.907775]",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[0]",
        "rotate:[-9]",
        "shear:[-5,-6]",
        "hue:[-15]",
        "saturation:[-3]",
        "brightness:[13]",
        "blur:[2]",
        "cutout:[{\"masks\":[[10,0.9151072227059383,0.19995856810179524],[10,0.2646322971169617,0.49320686552615745],[10,0.702494091431666,0.4620990435797734]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 90%<br />Centered on 19%, 91%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-9°"
        },
        {
            "name": "Shear",
            "value": "X: -5°<br/>Y: -6°"
        },
        {
            "name": "Hue",
            "value": "-15°"
        },
        {
            "name": "Saturation",
            "value": "-3%"
        },
        {
            "name": "Brightness",
            "value": "13%"
        },
        {
            "name": "Blur",
            "value": "2px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "SmGH7vjyj41nDlPv0RYw",
    "split": "train",
    "split.xVdEL0QvIU8zJp6FETFS.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[90,0.194221,0.907775]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[0]\",\n    \"rotate:[-9]\",\n    \"shear:[-5,-6]\",\n    \"hue:[-15]\",\n    \"saturation:[-3]\",\n    \"brightness:[13]\",\n    \"blur:[2]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.9151072227059383,0.19995856810179524],[10,0.2646322971169617,0.49320686552615745],[10,0.702494091431666,0.4620990435797734]]}]\"\n]",
    "updated": 1718007477614,
    "updatedDate": "Jun 28, 56411",
    "updatedTime": "7:20PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xVdEL0QvIU8zJp6FETFS/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Wheel",
            "x": 516.1912953921873,
            "y": 215.73643755581594,
            "width": 239.1792710264558,
            "height": 186.17146006106896
        },
        {
            "label": "Wheel",
            "x": 140.46621411473677,
            "y": 167.91902803895073,
            "width": 273.20836805469435,
            "height": 188.3587662237884
        },
        {
            "label": "Bicycle",
            "x": 320.59715074181,
            "y": 162.30793576779539,
            "width": 638.1073698386555,
            "height": 324.61587153559077
        },
        {
            "label": "Handlebar",
            "x": 550.1446437583966,
            "y": 113.15389370157175,
            "width": 161.89130683550366,
            "height": 70.58732311867965
        },
        {
            "label": "Seat",
            "x": 229.1178911586705,
            "y": 39.45076263215215,
            "width": 120.90200787539402,
            "height": 35.19049233900972
        }
    ],
    "height": 640,
    "key": "bicycle55.jpg",
    "width": 640
}

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