Dataset Versions

v1

2024-04-18 1:21am

Generated on Apr 17, 2024

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Dataset Split

Train Set 88%
393Images
Valid Set 8%
37Images
Test Set 4%
19Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Saturation: Between -25% and +25%
Exposure: Between -12% and +12%

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608 images
org 1
2.4k images
wall_defect_new
Annotate
fungas16.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
fungus-damp-crack-ypvc

CLASSES

LAYERS

 
fungus
1

Unused Classes

crack
damp

Tags

  • fungus

Attributes

fungas16.jpg

640x640
0.41MP

Updated Apr 17, 2024

7:21PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 25% to 75%
Y: 25% to 75%
Resize Stretch to 640x640
Flip Horizontal
Rotation -9°
Saturation -12%
Exposure -1%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "crack": 71,
        "fungus": 79,
        "damp": 73
    },
    "datasets": [
        "HAoOP5c5R0E5j4sSlnrK"
    ],
    "destination": "03a43f54b3fbe6be581c422ea2446a63",
    "height": 640,
    "id": "f3zNc30cLuXTfO66ycdc",
    "label": [],
    "labels": [],
    "name": "fungas16.jpg",
    "numSteps": 7,
    "owner": "ooCEYvGNdiSuY7oAK6sWOwS6H5w1",
    "preprocessing": [
        "auto-orient",
        "static-crop:[25,75,25,75]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[-9]",
        "saturation:[-12]",
        "exposure:[-1]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-9°"
        },
        {
            "name": "Saturation",
            "value": "-12%"
        },
        {
            "name": "Exposure",
            "value": "-1%"
        }
    ],
    "source": "f3zNc30cLuXTfO66ycdc",
    "split": "train",
    "split.HAoOP5c5R0E5j4sSlnrK.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[25,75,25,75]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[-9]\",\n    \"saturation:[-12]\",\n    \"exposure:[-1]\"\n]",
    "updated": {
        "_seconds": 1713381662,
        "_nanoseconds": 516000000
    },
    "updatedDate": "Apr 17, 2024",
    "updatedTime": "7:21PM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "fungus"
    ],
    "versions": [
        "HAoOP5c5R0E5j4sSlnrK/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "fungus",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640
        }
    ],
    "height": 640,
    "key": "fungas16.jpg",
    "width": 640
}

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