Dataset Versions

v5

2024-02-28 3:27pm

Generated on Feb 28, 2024

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Dataset Split

Train Set 91%
234Images
Valid Set 5%
12Images
Test Set 4%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require at least 64% of images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Noise: Up to 0.97% of pixels

Similar Projects

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137 images 1 model
213 images
detectIcons
Annotate
Porsche-Interior_27.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group: Icons
 
home
1
 
mainDisplay
1
 
music
1
 
navi
1
 
phone
1

Unused Classes

car
current location
play
search
settings

Attributes

Porsche-Interior_27.jpg

640x640
0.41MP

Updated Feb 28, 2024

2:27PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Grayscale Applied
Auto-Adjust Contrast Contrast Stretching
Saturation -10%
Brightness -5%
Exposure -14%
Noise 0.67%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "ECU_Holder": 7,
        "middleDisplay": 16,
        "music": 75,
        "car": 51,
        "navi": 68,
        "phone": 76,
        "ECU": 9,
        "mainDisplay": 47,
        "rightDisplay": 11,
        "home": 64
    },
    "datasets": [
        "9YJbwsN9wCtdqaZsUUh2"
    ],
    "destination": "5b9b19b9dee005f32548b0fda738bfd0",
    "height": 640,
    "id": "yqCPAkYG40Pqp8gzgKZp",
    "label": [],
    "labels": [],
    "name": "Porsche-Interior_27.jpg",
    "numSteps": 8,
    "owner": "00tauXCsDJVAzn6CVh0NTBlE6sz1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "auto-contrast:[\"Contrast Stretching\"]",
        "saturation:[-10]",
        "brightness:[-5]",
        "exposure:[-14]",
        "noise:[0.67,985841]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Saturation",
            "value": "-10%"
        },
        {
            "name": "Brightness",
            "value": "-5%"
        },
        {
            "name": "Exposure",
            "value": "-14%"
        },
        {
            "name": "Noise",
            "value": "0.67%"
        }
    ],
    "source": "yqCPAkYG40Pqp8gzgKZp",
    "split": "train",
    "split.9YJbwsN9wCtdqaZsUUh2.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"saturation:[-10]\",\n    \"brightness:[-5]\",\n    \"exposure:[-14]\",\n    \"noise:[0.67,985841]\"\n]",
    "updated": {
        "_seconds": 1709130424,
        "_nanoseconds": 615000000
    },
    "updatedDate": "Feb 28, 2024",
    "updatedTime": "2:27PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "9YJbwsN9wCtdqaZsUUh2/5"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "mainDisplay",
            "x": 154,
            "y": 235.5,
            "width": 223,
            "height": 126.5
        },
        {
            "label": "music",
            "x": 245,
            "y": 213.5,
            "width": 13.5,
            "height": 17.5
        },
        {
            "label": "navi",
            "x": 245,
            "y": 195,
            "width": 13.5,
            "height": 17.5
        },
        {
            "label": "phone",
            "x": 244.5,
            "y": 231.5,
            "width": 13,
            "height": 18
        },
        {
            "label": "home",
            "x": 245,
            "y": 181,
            "width": 14.5,
            "height": 10.5
        }
    ],
    "height": 640,
    "key": "Porsche Interior_27.jpg",
    "width": 640
}

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