Dataset Versions

v11

2024-05-22 10:14am

Generated on May 22, 2024

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Dataset Split

Train Set 84%
1203Images
Valid Set 10%
139Images
Test Set 6%
92Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -20% and +20%
Blur: Up to 0.7px

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SolarPanelDamage Classification
Annotate
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
SolarPanels

CLASSES

LAYERS

 
Defective
1
 
Physical Damage
1

Unused Classes

Bird Drop
Dusty
Electrical Damage
Non Defective
Snow

Tags

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

Attributes

Physical_Damge_224.jpg

640x640
0.41MP

Updated May 9, 56359

6:18AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 25% to 75%
Y: 25% to 75%
Crop Keep 88%
Centered on 62%, 82%
Resize Stretch to 640x640
Grayscale Applied
Auto-Adjust Contrast Adaptive Equalization
Flip Vertical
Brightness 8%
Blur 0.5px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Bird Drop": 302,
        "Defective": 951,
        "Dusty": 257,
        "Electrical Damage": 156,
        "Non Defective": 924,
        "Physical Damage": 935,
        "Snow": 226
    },
    "datasets": [
        "23wD5tzITz0AMFxt4Mtr"
    ],
    "destination": "97f8304f19c83dd753d892fbf5fac6ed",
    "height": 640,
    "id": "sNjVpKKQiNEceAZvI3py",
    "label": [],
    "labels": [],
    "name": "Physical_Damge_224.jpg",
    "numSteps": 9,
    "owner": "yT7lQKfCh9YQZBUMGSZWJ7IBh8f2",
    "preprocessing": [
        "auto-orient",
        "static-crop:[25,75,25,75]",
        "crop:[88,0.618886,0.817838]",
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[\"vertical\"]",
        "brightness:[8]",
        "blur:[0.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Crop",
            "value": "Keep 88%<br />Centered on 62%, 82%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Brightness",
            "value": "8%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        }
    ],
    "source": "sNjVpKKQiNEceAZvI3py",
    "split": "train",
    "split.23wD5tzITz0AMFxt4Mtr.11": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[25,75,25,75]\",\n    \"crop:[88,0.618886,0.817838]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"brightness:[8]\",\n    \"blur:[0.5]\"\n]",
    "updated": 1716362115507,
    "updatedDate": "May 9, 56359",
    "updatedTime": "6:18AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "23wD5tzITz0AMFxt4Mtr/11"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "Defective",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640,
            "points": [
                [
                    0,
                    0
                ],
                [
                    0,
                    640
                ],
                [
                    640,
                    640
                ],
                [
                    640,
                    0
                ],
                [
                    0,
                    0
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Physical Damage",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640,
            "points": [
                [
                    0,
                    0
                ],
                [
                    0,
                    608.90874
                ],
                [
                    43.872117,
                    640
                ],
                [
                    558.11226,
                    640
                ],
                [
                    619.754667,
                    441.774933
                ],
                [
                    640,
                    331.970752
                ],
                [
                    640,
                    0
                ],
                [
                    0,
                    0
                ]
            ]
        }
    ],
    "height": 640,
    "key": "Physical_Damge_224_jpg.rf.8c71bdf76f7b51092eab8323e5f18687.jpg",
    "width": 640
}

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