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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
2

Unused Classes

Handlebarr
Helmet

Attributes

bicycle9.jpg

640x640
0.41MP

Updated Jun 28, 56411

7:27PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 98%
Centered on 77%, 67%
Resize Stretch to 640x640
90° Rotate Applied
Rotation -12°
Shear X: -1°
Y: 9°
Hue 4°
Saturation 10%
Brightness 11%
Blur 1px
Cutout Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "xVdEL0QvIU8zJp6FETFS"
    ],
    "destination": "10f4c231ef996dd2894ddef7ff4b3190",
    "height": 640,
    "id": "1q2uTRdZgFhdkjO1srAH",
    "label": [],
    "labels": [],
    "name": "bicycle9.jpg",
    "numSteps": 11,
    "owner": "F5yTWUSIA9ZvmMMZbXJ9j9VRkAx2",
    "preprocessing": [
        "auto-orient",
        "crop:[98,0.766132,0.665086]",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[-90]",
        "rotate:[-12]",
        "shear:[-1,9]",
        "hue:[4]",
        "saturation:[10]",
        "brightness:[11]",
        "blur:[1]",
        "cutout:[{\"masks\":[[10,0.878692894176889,0.6262752010736838],[10,0.9122793270118237,0.878165443005674],[10,0.9942350349201337,0.12161839074395875]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 98%<br />Centered on 77%, 67%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-12°"
        },
        {
            "name": "Shear",
            "value": "X: -1°<br/>Y: 9°"
        },
        {
            "name": "Hue",
            "value": "4°"
        },
        {
            "name": "Saturation",
            "value": "10%"
        },
        {
            "name": "Brightness",
            "value": "11%"
        },
        {
            "name": "Blur",
            "value": "1px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "1q2uTRdZgFhdkjO1srAH",
    "split": "train",
    "split.xVdEL0QvIU8zJp6FETFS.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[98,0.766132,0.665086]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[-90]\",\n    \"rotate:[-12]\",\n    \"shear:[-1,9]\",\n    \"hue:[4]\",\n    \"saturation:[10]\",\n    \"brightness:[11]\",\n    \"blur:[1]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.878692894176889,0.6262752010736838],[10,0.9122793270118237,0.878165443005674],[10,0.9942350349201337,0.12161839074395875]]}]\"\n]",
    "updated": 1718007478047,
    "updatedDate": "Jun 28, 56411",
    "updatedTime": "7:27PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xVdEL0QvIU8zJp6FETFS/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Wheel",
            "x": 232.82513174192917,
            "y": 128.2372164625901,
            "width": 228.86685664183233,
            "height": 160.9489736765334
        },
        {
            "label": "Wheel",
            "x": 212.48445533424612,
            "y": 271.71526476657084,
            "width": 185.69813957731463,
            "height": 129.69543916736257
        },
        {
            "label": "Bicycle",
            "x": 282.3655231868637,
            "y": 209.85760542674217,
            "width": 386.7977094115852,
            "height": 329.1769950239709
        },
        {
            "label": "Handlebar",
            "x": 252.55393592823543,
            "y": 335.1813011306795,
            "width": 460.55469401449375,
            "height": 609.637397738641
        },
        {
            "label": "Seat",
            "x": 391.89752125082396,
            "y": 210.0962572582352,
            "width": 43.27343800111487,
            "height": 49.25353450917078
        }
    ],
    "height": 640,
    "key": "bicycle9.jpg",
    "width": 640
}

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