Dataset Versions

v1

2024-06-10 4:17pm

Generated on Jun 10, 2024

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.

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
Show/hide annotations(H)
valid
Labels
Attributes
Raw Data
Ground Truth
Model Predictions

Ground Truth Boxes

 
Bicycle
1
 
Handlebar
1
 
Helmet
1
 
Wheel
2

Since this image is a processed & augmented version of the original image, you can't modify annotations here.

Attributes

bicycle24.jpg

640x640
0.41MP

Updated Jun 28, 56411

6:56PM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "xVdEL0QvIU8zJp6FETFS"
    ],
    "destination": "01a6a642dd707e07f2c1dcfdd41dc09f",
    "height": 640,
    "id": "pIRnZX6yfitNS643drP6",
    "label": [],
    "labels": [],
    "name": "bicycle24.jpg",
    "numSteps": 2,
    "owner": "F5yTWUSIA9ZvmMMZbXJ9j9VRkAx2",
    "predictions": [
        {
            "color": "#8622FF",
            "label": "Wheel",
            "x": 323.65673828125,
            "y": 476.97454833984375,
            "width": 117.8707275390625,
            "height": 283.403076171875
        },
        {
            "color": "#8622FF",
            "label": "Helmet",
            "x": 228.85552978515625,
            "y": 67.84005928039551,
            "width": 74.01776123046875,
            "height": 93.00490951538086
        },
        {
            "color": "#8622FF",
            "label": "Wheel",
            "x": 194.11669921875,
            "y": 446.5163879394531,
            "width": 80.47390747070312,
            "height": 236.97796630859375
        },
        {
            "color": "#8622FF",
            "label": "Handlebar",
            "x": 294.4541931152344,
            "y": 270.60071563720703,
            "width": 145.29949951171875,
            "height": 60.20054626464844
        },
        {
            "color": "#8622FF",
            "label": "Bicycle",
            "x": 255.43472290039062,
            "y": 316.39642333984375,
            "width": 248.72198486328125,
            "height": 613.8853759765625
        }
    ],
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "pIRnZX6yfitNS643drP6",
    "split": "valid",
    "split.xVdEL0QvIU8zJp6FETFS.1": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1718007476188,
    "updatedDate": "Jun 28, 56411",
    "updatedTime": "6:56PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xVdEL0QvIU8zJp6FETFS/1"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "label": "Wheel",
            "x": 321,
            "y": 475,
            "width": 123.5,
            "height": 277
        },
        {
            "label": "Wheel",
            "x": 191.5,
            "y": 450.5,
            "width": 81.5,
            "height": 214.5
        },
        {
            "label": "Helmet",
            "x": 226,
            "y": 49.5,
            "width": 57,
            "height": 46
        },
        {
            "label": "Bicycle",
            "x": 267,
            "y": 424,
            "width": 232.5,
            "height": 379.5
        },
        {
            "label": "Handlebar",
            "x": 268,
            "y": 252.5,
            "width": 170.5,
            "height": 29.5
        }
    ],
    "height": 640,
    "key": "bicycle24.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