Dataset Versions

v3

2024-05-06 12:26am

Generated on May 5, 2024

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Dataset Split

Train Set 91%
1137Images
Valid Set 7%
90Images
Test Set 2%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Soiling Detection
Annotate
Dust-126-.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Bird_drop-dust-Snow

CLASSES

LAYERS

 
Dust
10

Unused Classes

Bird_Dropping
Snow

Tags

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

Attributes

Dust-126-.jpg

640x640
0.41MP

Updated May 5, 2024

4:26PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Dust": 1093,
        "Snow": 1153,
        "Bird_Dropping": 3120
    },
    "datasets": [
        "v0k6JfjZF2Mto5N3qeBy"
    ],
    "destination": "35b028150c9f11389473dde1ab9466fd",
    "height": 640,
    "id": "XkkvW8lrcnFZhcR55YRn",
    "label": [],
    "labels": [],
    "name": "Dust-126-.jpg",
    "numSteps": 3,
    "owner": "G7xDspuEybReR6x3FLXnxu2JPSC3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        }
    ],
    "source": "XkkvW8lrcnFZhcR55YRn",
    "split": "train",
    "split.v0k6JfjZF2Mto5N3qeBy.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\"\n]",
    "updated": {
        "_seconds": 1714926401,
        "_nanoseconds": 993000000
    },
    "updatedDate": "May 5, 2024",
    "updatedTime": "4:26PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "v0k6JfjZF2Mto5N3qeBy/3"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Dust",
            "x": 473.5,
            "y": 316,
            "width": 321.5,
            "height": 188
        },
        {
            "label": "Dust",
            "x": 510.5,
            "y": 164.5,
            "width": 240,
            "height": 105.5
        },
        {
            "label": "Dust",
            "x": 536,
            "y": 78.5,
            "width": 208,
            "height": 76
        },
        {
            "label": "Dust",
            "x": 253,
            "y": 184,
            "width": 118,
            "height": 87.5
        },
        {
            "label": "Dust",
            "x": 346,
            "y": 158.5,
            "width": 71,
            "height": 42
        },
        {
            "label": "Dust",
            "x": 113.5,
            "y": 367,
            "width": 146.5,
            "height": 139
        },
        {
            "label": "Dust",
            "x": 224.5,
            "y": 356,
            "width": 173.5,
            "height": 161
        },
        {
            "label": "Dust",
            "x": 194,
            "y": 258.5,
            "width": 124.5,
            "height": 107
        },
        {
            "label": "Dust",
            "x": 309.5,
            "y": 230.5,
            "width": 138.5,
            "height": 120
        },
        {
            "label": "Dust",
            "x": 123.5,
            "y": 535.5,
            "width": 246.5,
            "height": 208
        }
    ],
    "height": 640,
    "key": "Dust (126).jpg",
    "width": 640
}

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