Dataset Versions

v3

2023-08-21 3:16pm

Generated on Aug 21, 2023

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Dataset Split

Train Set 87%
1095Images
Valid Set 8%
102Images
Test Set 4%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Bounding Box: Brightness: Between -25% and +25%

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Clouds Classification
Annotate
Cu-N052.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
Clouds

CLASSES

LAYERS

 
Cu
1

Unused Classes

Ac
As
Cb
Cc
Ci
Ns
Sc

Tags

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

Attributes

Cu-N052.jpg

640x640
0.41MP

Updated Aug 21, 2023

8:16AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Brightness Applied Per Bounding Box
Flip Horizontal
90° Rotate Applied
Rotation
Blur 0px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Cc": 73,
        "St": 17,
        "Ac": 48,
        "Ns": 43,
        "Ac volutus": 0,
        "Ci": 85,
        "Ac lenticularis": 0,
        "Ac castellanus": 0,
        "Cs": 25,
        "Sc": 36,
        "Ct": 0,
        "Ac stratiformis": 0,
        "As": 44,
        "Cu": 26,
        "Ac floccus": 0,
        "Cb": 110
    },
    "datasets": [
        "IWDbrk8HdfDdvdL9ZVcJ"
    ],
    "destination": "9fd3551ec99fc24293471e5113be1123",
    "height": 640,
    "id": "MIHOYd20Zw1VpdpNgs5D",
    "label": [],
    "labels": [],
    "name": "Cu-N052.jpg",
    "numSteps": 7,
    "owner": "YXAt0LpUmJepjYGvgy62AdLX7ds1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "brightness:[[7]]",
        "flip:[\"horizontal\"]",
        "ninety:[0]",
        "rotate:[4]",
        "blur:[0]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "4°"
        },
        {
            "name": "Blur",
            "value": "0px"
        }
    ],
    "source": "MIHOYd20Zw1VpdpNgs5D",
    "split": "train",
    "split.IWDbrk8HdfDdvdL9ZVcJ.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"brightness:[[7]]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[0]\",\n    \"rotate:[4]\",\n    \"blur:[0]\"\n]",
    "updated": {
        "_seconds": 1692605788,
        "_nanoseconds": 260000000
    },
    "updatedDate": "Aug 21, 2023",
    "updatedTime": "8:16AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "IWDbrk8HdfDdvdL9ZVcJ/3"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Cu",
            "x": 318.5,
            "y": 302,
            "width": 637,
            "height": 376
        }
    ],
    "height": 640,
    "key": "Cu-N052.jpg",
    "width": 640
}

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