Dataset Versions

Try Pre-Trained Model
Versions
2024-06-10 4:17pm
v1
·
10 months ago
v1

2024-06-10 4:17pm

Generated on Jun 10, 2024
Download

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

144 Total Images

View All Images
Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image

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

Similar Projects

See More
ActiveMobilityDevices
Annotate
1 / 13
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group: Bicycle-Wheel-Handlebar
 
Bicycle
1
 
Handlebar
1
 
Wheel
2

Unused Classes

Handlebarr
Helmet
Seat

Attributes

bicycle21.jpg

640x640
0.41MP

Updated Jun 28, 56411

7:26PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 96%
Centered on 16%, 29%
Resize Stretch to 640x640
90° Rotate Applied
Rotation 2°
Shear X: 7°
Y: 1°
Hue 0°
Saturation -15%
Brightness 7%
Blur 1.75px
Cutout Applied

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "xVdEL0QvIU8zJp6FETFS"
    ],
    "destination": "70c007a609def4907b07494c78ab4549",
    "height": 640,
    "id": "73Dtmmatd1TwtOQmp7cP",
    "label": [],
    "labels": [],
    "name": "bicycle21.jpg",
    "numSteps": 11,
    "owner": "F5yTWUSIA9ZvmMMZbXJ9j9VRkAx2",
    "preprocessing": [
        "auto-orient",
        "crop:[96,0.155201,0.294793]",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[0]",
        "rotate:[2]",
        "shear:[7,1]",
        "hue:[0]",
        "saturation:[-15]",
        "brightness:[7]",
        "blur:[1.75]",
        "cutout:[{\"masks\":[[10,0.6522628807079371,0.26843325222687464],[10,0.08461308103138698,0.7858454697929669],[10,0.10918006648591305,0.6303728165774429]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 96%<br />Centered on 16%, 29%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Shear",
            "value": "X: 7°<br/>Y: 1°"
        },
        {
            "name": "Hue",
            "value": "0°"
        },
        {
            "name": "Saturation",
            "value": "-15%"
        },
        {
            "name": "Brightness",
            "value": "7%"
        },
        {
            "name": "Blur",
            "value": "1.75px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "73Dtmmatd1TwtOQmp7cP",
    "split": "train",
    "split.xVdEL0QvIU8zJp6FETFS.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[96,0.155201,0.294793]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[0]\",\n    \"rotate:[2]\",\n    \"shear:[7,1]\",\n    \"hue:[0]\",\n    \"saturation:[-15]\",\n    \"brightness:[7]\",\n    \"blur:[1.75]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.6522628807079371,0.26843325222687464],[10,0.08461308103138698,0.7858454697929669],[10,0.10918006648591305,0.6303728165774429]]}]\"\n]",
    "updated": 1718007477982,
    "updatedDate": "Jun 28, 56411",
    "updatedTime": "7:26PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xVdEL0QvIU8zJp6FETFS/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Wheel",
            "x": 233.39381222098746,
            "y": 501.7391977497335,
            "width": 119.08655369686358,
            "height": 223.63996127920507
        },
        {
            "label": "Wheel",
            "x": 399.5771731700273,
            "y": 507.2049574983521,
            "width": 134.61626310520091,
            "height": 236.7272287263695
        },
        {
            "label": "Bicycle",
            "x": 316.5805761693712,
            "y": 457.7337132836647,
            "width": 301.05767275972164,
            "height": 346.66971715574425
        },
        {
            "label": "Handlebar",
            "x": 253.88705077958082,
            "y": 305.4050058993457,
            "width": 39.22240632693229,
            "height": 30.221077532816253
        }
    ],
    "height": 640,
    "key": "bicycle21.jpg",
    "width": 640
}

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
180%
Reset