Dataset Versions

v5

2023-05-08 10:36am

Generated on May 8, 2023

Dataset Split

Train Set 93%
3846Images
Valid Set 4%
152Images
Test Set 4%
152Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images

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solar-pv-panel-detection
Annotate
4692-2019_Steyr_20_RGBI_png.jpg
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train
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Attributes
Raw Data

Annotations

Group:
solar-pv-panel

CLASSES

LAYERS

 
solar-pv-panel
1

Unused Classes

Nicht Sicher
PV oder Solar
Photovoltaik
Solar-Thermal
solar pannel
solar-panels
solar-pv

Tags

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Attributes

4692-2019_Steyr_20_RGBI_png.jpg

416x416
0.17MP

Updated May 8, 2023

3:37AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 91%
Centered on 91%, 96%
Resize Stretch to 416x416
Grayscale Applied
Modify Classes Applied
Flip Horizontal
Shear X: -13°
Y: 6°

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "solar pannel": 1726,
        "solar-pv-panel": 984,
        "solar-panels": 1268,
        "solar-pv": 448,
        "PV oder Solar": 58,
        "Photovoltaik": 891,
        "Solar-Thermal": 393,
        "Nicht Sicher": 27
    },
    "datasets": [
        "nB868dktStFK8sZT68j9"
    ],
    "destination": "366aacba387a12c8216dabb6857fd5d4",
    "height": 416,
    "id": "pfRh4ZnqOQxVerZlo9O8",
    "label": [],
    "labels": [],
    "name": "4692-2019_Steyr_20_RGBI_png.jpg",
    "numSteps": 7,
    "owner": "cipOTo9RPia03MPAYFf2",
    "preprocessing": [
        "auto-orient",
        "crop:[91,0.914882,0.961057]",
        "resize:[\"Stretch to\",416,416]",
        "grayscale",
        "remap:[\"b141744b6ea1deb0054e4a4661d6f1a9\"]",
        "flip:[\"horizontal\"]",
        "shear:[-13,6]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 91%<br />Centered on 91%, 96%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Shear",
            "value": "X: -13°<br/>Y: 6°"
        }
    ],
    "source": "pfRh4ZnqOQxVerZlo9O8",
    "split": "train",
    "split.nB868dktStFK8sZT68j9.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[91,0.914882,0.961057]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"grayscale\",\n    \"remap:[\\\"b141744b6ea1deb0054e4a4661d6f1a9\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"shear:[-13,6]\"\n]",
    "updated": {
        "_seconds": 1683517021,
        "_nanoseconds": 966000000
    },
    "updatedDate": "May 8, 2023",
    "updatedTime": "3:37AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "nB868dktStFK8sZT68j9/5"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "solar-pv-panel",
            "x": 215.89997549999998,
            "y": 211.80417549999999,
            "width": 94.54628899999997,
            "height": 30.48628099999999,
            "points": [
                [
                    263.17312,
                    218.289421
                ],
                [
                    242.958297,
                    214.656938
                ],
                [
                    243.621931,
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                ],
                [
                    185.789975,
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                ],
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                ],
                [
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                ],
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                ],
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                ],
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            ]
        }
    ],
    "height": 416,
    "key": "4692-2019_Steyr_20_RGBI_png.rf.43b7acee861f221cb03f815ca9e0da49.jpg",
    "width": 416
}

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