Dataset Versions

v4

Plantsat flower detection model v2

Generated on Apr 3, 2023

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Dataset Split

Train Set 86%
204Images
Valid Set 8%
20Images
Test Set 5%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 800x800

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Brightness: Between 0% and +12%
Exposure: Between -22% and +22%
Blur: Up to 0.75px

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PlantSat flower image detection
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train
Labels
Attributes
Raw Data

Annotations

Group: flowers
 
Sunflower
1

Attributes

te-le-chargement-1-.jpeg

800x800
0.64MP

Updated Apr 3, 2023

5:16PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 80%
Centered on 7%, 21%
Resize Fit (black edges) in 800x800
Brightness 4%
Exposure -10%
Blur 0.5px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Sunflower": 794
    },
    "datasets": [
        "702XTeaUutFxr1Mmd0v5"
    ],
    "destination": "f3f73b92eca0107973a8ca6028e190c1",
    "height": 800,
    "id": "5bzisQeYapW8WisaTvRB",
    "label": [],
    "labels": [],
    "name": "te-le-chargement-1-.jpeg",
    "numSteps": 6,
    "owner": "5MMQj0aYIRV0LZgT1y83k9XmM3D3",
    "preprocessing": [
        "auto-orient",
        "crop:[80,0.068936,0.211952]",
        "resize:[\"Fit (black edges) in\",800,800]",
        "brightness:[4]",
        "exposure:[-10]",
        "blur:[0.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 80%<br />Centered on 7%, 21%"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 800x800"
        },
        {
            "name": "Brightness",
            "value": "4%"
        },
        {
            "name": "Exposure",
            "value": "-10%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        }
    ],
    "source": "5bzisQeYapW8WisaTvRB",
    "split": "train",
    "split.702XTeaUutFxr1Mmd0v5.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[80,0.068936,0.211952]\",\n    \"resize:[\\\"Fit (black edges) in\\\",800,800]\",\n    \"brightness:[4]\",\n    \"exposure:[-10]\",\n    \"blur:[0.5]\"\n]",
    "updated": {
        "_seconds": 1680542187,
        "_nanoseconds": 444000000
    },
    "updatedDate": "Apr 3, 2023",
    "updatedTime": "5:16PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "702XTeaUutFxr1Mmd0v5/4"
    ],
    "width": 800
}
{
    "boxes": [
        {
            "label": "Sunflower",
            "x": 441,
            "y": 364,
            "width": 479,
            "height": 481
        }
    ],
    "height": 800,
    "key": "téléchargement (1).jpeg",
    "width": 800
}

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