Dataset Versions

v3

by_parts_category

Generated on Mar 13, 2023

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 92%
120Images
Valid Set 5%
7Images
Test Set 3%
4Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Shear: ±25° Horizontal, ±25° Vertical
Saturation: Between -85% and +85%
Brightness: Between -15% and +15%
Exposure: Between -20% and +20%
Blur: Up to 2.75px
Noise: Up to 3% of pixels

Similar Projects

See More
2-Wheeler Parts
Annotate
AP3019TW0082943_rear.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
headlight

CLASSES

LAYERS

 
handlebar
1
 
headlamp
1
 
lever
1
 
mirror
1
 
seats
1

Unused Classes

dashboard
engine
exhaust
front_mudguard
license
rear_mudguard
stand
taillamp
wheel
winker

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

AP3019TW0082943_rear.jpg

480x480
0.23MP

Updated Mar 13, 2023

6:50AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Flip Horizontal
90° Rotate Applied
Rotation -7°
Shear X: 22°
Y: -1°
Saturation -2%
Brightness 9%
Exposure 3%
Blur 2.5px
Noise 1.75%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "mirror": 21,
        "wheel": 61,
        "exhaust": 21,
        "lever": 51,
        "seats": 46,
        "front_mudguard": 36,
        "headlamp": 32,
        "license": 29,
        "rear_mudguard": 24,
        "engine": 18,
        "winker": 88,
        "handlebar": 75,
        "stand": 28,
        "dashboard": 29,
        "taillamp": 13
    },
    "datasets": [
        "Xh6vsixSKKVqJvQc2vj1"
    ],
    "destination": "ded6a90964d0e9300bd035b907ca5ffe",
    "height": 480,
    "id": "XQXf7yVBsOltDx8IdW0q",
    "label": [],
    "labels": [],
    "name": "AP3019TW0082943_rear.jpg",
    "numSteps": 9,
    "owner": "Wv7egcaNrle2TpK38r95arvim2f2",
    "preprocessing": [
        "flip:[\"horizontal\"]",
        "ninety:[90]",
        "rotate:[-7]",
        "shear:[22,-1]",
        "saturation:[-2]",
        "brightness:[9]",
        "exposure:[3]",
        "blur:[2.5]",
        "noise:[1.75,230820]"
    ],
    "preprocessingParsed": [
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-7°"
        },
        {
            "name": "Shear",
            "value": "X: 22°<br/>Y: -1°"
        },
        {
            "name": "Saturation",
            "value": "-2%"
        },
        {
            "name": "Brightness",
            "value": "9%"
        },
        {
            "name": "Exposure",
            "value": "3%"
        },
        {
            "name": "Blur",
            "value": "2.5px"
        },
        {
            "name": "Noise",
            "value": "1.75%"
        }
    ],
    "source": "XQXf7yVBsOltDx8IdW0q",
    "split": "train",
    "split.Xh6vsixSKKVqJvQc2vj1.3": "train",
    "status": "generated",
    "transforms": "[\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[90]\",\n    \"rotate:[-7]\",\n    \"shear:[22,-1]\",\n    \"saturation:[-2]\",\n    \"brightness:[9]\",\n    \"exposure:[3]\",\n    \"blur:[2.5]\",\n    \"noise:[1.75,230820]\"\n]",
    "updated": {
        "_seconds": 1678690214,
        "_nanoseconds": 157000000
    },
    "updatedDate": "Mar 13, 2023",
    "updatedTime": "6:50AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Xh6vsixSKKVqJvQc2vj1/3"
    ],
    "width": 480
}
{
    "boxes": [
        {
            "label": "seats",
            "x": 303.75270499344043,
            "y": 252.92336812123108,
            "width": 202.4605237654008,
            "height": 260.98321323805146
        },
        {
            "label": "headlamp",
            "x": 392.5147772886985,
            "y": 82.2194107141055,
            "width": 174.970445422603,
            "height": 154.02393804672815
        },
        {
            "label": "lever",
            "x": 250.74934044751055,
            "y": 167.66771697329125,
            "width": 78.50430127611168,
            "height": 35.43051940601072
        },
        {
            "label": "handlebar",
            "x": 267.6545019788445,
            "y": 209.60081193046523,
            "width": 76.36513094135023,
            "height": 65.39561242714501
        },
        {
            "label": "mirror",
            "x": 277.2231504160435,
            "y": 245.07172278141047,
            "width": 160.62064612533595,
            "height": 168.80867834372282
        }
    ],
    "height": 480,
    "key": "AP3019TW0082943_rear.jpg",
    "width": 480
}

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
160%
Reset