Dataset Versions

v1

2024-05-19 5:54pm

Generated on May 19, 2024

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Dataset Split

Train Set 88%
1689Images
Valid Set 8%
157Images
Test Set 4%
78Images

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, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical

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Solar Panel Default Detection
Annotate
Physical_Damge_119.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
Defective-and-NonDefective-LNBV

CLASSES

LAYERS

 
Physical Damage
1

Unused Classes

Bird Drop
Defective
Dusty
Electrical Damage
Non Defective
Snow

Tags

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

Attributes

Physical_Damge_119.jpg

640x640
0.41MP

Updated May 19, 2024

12:24PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 25% to 75%
Y: 25% to 75%
Crop Keep 84%
Centered on 80%, 34%
Resize Stretch to 640x640
Flip Horizontal
90° Rotate Applied
Rotation
Shear X: -10°
Y: -3°

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Dusty": 1107,
        "Snow": 648,
        "Defective": 1320,
        "Bird Drop": 1228,
        "Electrical Damage": 228,
        "Physical Damage": 909,
        "Non Defective": 2487
    },
    "datasets": [
        "4L34oncCFOqqCfBJejdE"
    ],
    "destination": "6244231965e5f032623286816f7f591f",
    "height": 640,
    "id": "xf8Hef4d1J07alSfUXhA",
    "label": [],
    "labels": [],
    "name": "Physical_Damge_119.jpg",
    "numSteps": 8,
    "owner": "cfTFrLQQrGXRRj4oyAS2y4mR0Ax2",
    "preprocessing": [
        "auto-orient",
        "static-crop:[25,75,25,75]",
        "crop:[84,0.797268,0.335979]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[-90]",
        "rotate:[7]",
        "shear:[-10,-3]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Crop",
            "value": "Keep 84%<br />Centered on 80%, 34%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "7°"
        },
        {
            "name": "Shear",
            "value": "X: -10°<br/>Y: -3°"
        }
    ],
    "source": "xf8Hef4d1J07alSfUXhA",
    "split": "train",
    "split.4L34oncCFOqqCfBJejdE.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[25,75,25,75]\",\n    \"crop:[84,0.797268,0.335979]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[-90]\",\n    \"rotate:[7]\",\n    \"shear:[-10,-3]\"\n]",
    "updated": {
        "_seconds": 1716121478,
        "_nanoseconds": 497000000
    },
    "updatedDate": "May 19, 2024",
    "updatedTime": "12:24PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "4L34oncCFOqqCfBJejdE/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Physical Damage",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640
        }
    ],
    "height": 640,
    "key": "Physical_Damge_119_jpg.rf.e0bdce958b0190601513eb78d0717c42.jpg",
    "width": 640
}

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