Dataset Versions

v1

2024-05-21 1:04pm

Generated on May 21, 2024

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Dataset Split

Train Set 88%
12543Images
Valid Set 8%
1124Images
Test Set 5%
662Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Solar Panel
Annotate
Physical_Damge_237.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Group7

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_237.jpg

640x640
0.41MP

Updated May 21, 2024

7:34AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 77.187500% to 100.000000%
Y: 46.875000% to 99.843750%
Select annotation #2
Crop Keep 94%
Centered on 22%, 88%
Resize Stretch to 640x640
Grayscale Applied
Auto-Adjust Contrast Adaptive Equalization
Flip Horizontal
Saturation -17%
Brightness 0%
Exposure -10%
Blur 2px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Dusty": 714,
        "Snow": 472,
        "Defective": 925,
        "Bird Drop": 1061,
        "Electrical Damage": 209,
        "Physical Damage": 930,
        "Non Defective": 1656
    },
    "datasets": [
        "fmAjfxQ8GOqPJvlQBDJe"
    ],
    "destination": "547cacc965bbac25697e390541a1b277",
    "height": 640,
    "id": "AAeQvtQvjyV0v9cUWXzE",
    "label": [],
    "labels": [],
    "name": "Physical_Damge_237.jpg",
    "numSteps": 12,
    "owner": "ke8l25nt6xTH5MDUa1AEq9BXq5t1",
    "preprocessing": [
        "auto-orient",
        "static-crop:[\"77.187500\",\"100.000000\",\"46.875000\",\"99.843750\"]",
        "select-annotation:[1]",
        "crop:[94,0.215671,0.875511]",
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[\"horizontal\"]",
        "saturation:[-17]",
        "brightness:[0]",
        "exposure:[-10]",
        "blur:[2]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 77.187500% to 100.000000%<br/>Y: 46.875000% to 99.843750%"
        },
        {
            "value": "Select annotation #2"
        },
        {
            "name": "Crop",
            "value": "Keep 94%<br />Centered on 22%, 88%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Saturation",
            "value": "-17%"
        },
        {
            "name": "Brightness",
            "value": "0%"
        },
        {
            "name": "Exposure",
            "value": "-10%"
        },
        {
            "name": "Blur",
            "value": "2px"
        }
    ],
    "source": "AAeQvtQvjyV0v9cUWXzE",
    "split": "train",
    "split.fmAjfxQ8GOqPJvlQBDJe.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[\\\"77.187500\\\",\\\"100.000000\\\",\\\"46.875000\\\",\\\"99.843750\\\"]\",\n    \"select-annotation:[1]\",\n    \"crop:[94,0.215671,0.875511]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"saturation:[-17]\",\n    \"brightness:[0]\",\n    \"exposure:[-10]\",\n    \"blur:[2]\"\n]",
    "updated": {
        "_seconds": 1716276871,
        "_nanoseconds": 135000000
    },
    "updatedDate": "May 21, 2024",
    "updatedTime": "7:34AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "fmAjfxQ8GOqPJvlQBDJe/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Physical Damage",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640
        }
    ],
    "height": 640,
    "key": "Physical_Damge_237_jpg.rf.ffe66c5fce0a1994ecc0bb68c91d6026.jpg",
    "width": 640
}

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