Dataset Versions

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Versions
Augmented 3x -4 AGS - Reduced 1k - 320x320
v12
·
a year ago
Augmented 3x - Reduced 1k - 320x320
v11
·
a year ago
Raw - Reduced 1k - 320x320
v10
·
a year ago
Raw - Reduced 1k - 224x224
v9
·
a year ago
Augmented - Reduced 1k - 640x640
v8
·
a year ago
Raw - Reduced 1k - 640x640
v7
·
a year ago
Augmented - 1k - 640x640
v6
·
a year ago
Raw - 1k - 640x640
v5
·
a year ago
Raw - 320 x 320
v4
·
a year ago
Raw - 224 x 224
v3
·
a year ago
2nd Version - Augmented - 640x640
v2
·
a year ago
1st Version - Normal - 640x640
v1
·
a year ago
v2

2nd Version - Augmented - 640x640

Generated on Mar 4, 2024
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1953 Total Images

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Dataset Split

Train Set 92%
1801Images
Valid Set 4%
76Images
Test Set 4%
76Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +0%

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Eggplant and Weeds Detection
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1 / 13
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train
Labels
Attributes
Raw Data

Annotations

Group:
plants

Classes

Layers

 
Eggplant
1
 
Weeds
27

Tags

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

Attributes

00051.jpg

640x640
0.41MP

Updated Oct 2, 56142

1:48PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fit (black edges) in 640x640
Rotation 8°
Brightness -13%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "MuDEyCkAVN01OM6FXmNf"
    ],
    "destination": "ee4adb45c9e3eb801a3fff65bdd85d38",
    "height": 640,
    "id": "gb9qPOR7ETSu3MoxgPMd",
    "label": [],
    "labels": [],
    "name": "00051.jpg",
    "numSteps": 4,
    "owner": "g7lvuPLgEaZBDtZBAIX1WbAKxkw2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit (black edges) in\",640,640]",
        "rotate:[8]",
        "brightness:[-13]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        },
        {
            "name": "Rotation",
            "value": "8°"
        },
        {
            "name": "Brightness",
            "value": "-13%"
        }
    ],
    "source": "gb9qPOR7ETSu3MoxgPMd",
    "split": "train",
    "split.MuDEyCkAVN01OM6FXmNf.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\",\n    \"rotate:[8]\",\n    \"brightness:[-13]\"\n]",
    "updated": 1709526952084,
    "updatedDate": "Oct 2, 56142",
    "updatedTime": "1:48PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "MuDEyCkAVN01OM6FXmNf/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Eggplant",
            "x": 348,
            "y": 340.5,
            "width": 141,
            "height": 149
        },
        {
            "label": "Weeds",
            "x": 337,
            "y": 457,
            "width": 52,
            "height": 49
        },
        {
            "label": "Weeds",
            "x": 368.5,
            "y": 448.5,
            "width": 28,
            "height": 27
        },
        {
            "label": "Weeds",
            "x": 265.5,
            "y": 448,
            "width": 41,
            "height": 37
        },
        {
            "label": "Weeds",
            "x": 248.5,
            "y": 510,
            "width": 29,
            "height": 31
        },
        {
            "label": "Weeds",
            "x": 102,
            "y": 472,
            "width": 50,
            "height": 43
        },
        {
            "label": "Weeds",
            "x": 140,
            "y": 468.5,
            "width": 33,
            "height": 36
        },
        {
            "label": "Weeds",
            "x": 211,
            "y": 550.5,
            "width": 27,
            "height": 20
        },
        {
            "label": "Weeds",
            "x": 233.5,
            "y": 560.5,
            "width": 26,
            "height": 31
        },
        {
            "label": "Weeds",
            "x": 29.5,
            "y": 306.5,
            "width": 51,
            "height": 46
        },
        {
            "label": "Weeds",
            "x": 90,
            "y": 264.5,
            "width": 41,
            "height": 49
        },
        {
            "label": "Weeds",
            "x": 140,
            "y": 267.5,
            "width": 24,
            "height": 16
        },
        {
            "label": "Weeds",
            "x": 255.5,
            "y": 228,
            "width": 15,
            "height": 21
        },
        {
            "label": "Weeds",
            "x": 493,
            "y": 101,
            "width": 59,
            "height": 64
        },
        {
            "label": "Weeds",
            "x": 512,
            "y": 356.5,
            "width": 49,
            "height": 59
        },
        {
            "label": "Weeds",
            "x": 534.5,
            "y": 467.5,
            "width": 25,
            "height": 29
        },
        {
            "label": "Weeds",
            "x": 494.5,
            "y": 483.5,
            "width": 52,
            "height": 40
        },
        {
            "label": "Weeds",
            "x": 458.5,
            "y": 398.5,
            "width": 27,
            "height": 42
        },
        {
            "label": "Weeds",
            "x": 473.5,
            "y": 399.5,
            "width": 26,
            "height": 44
        },
        {
            "label": "Weeds",
            "x": 244,
            "y": 217.5,
            "width": 13,
            "height": 8
        },
        {
            "label": "Weeds",
            "x": 240,
            "y": 210,
            "width": 12,
            "height": 9
        },
        {
            "label": "Weeds",
            "x": 186.5,
            "y": 325.5,
            "width": 29,
            "height": 23
        },
        {
            "label": "Weeds",
            "x": 173,
            "y": 467,
            "width": 15,
            "height": 17
        },
        {
            "label": "Weeds",
            "x": 212,
            "y": 507,
            "width": 23,
            "height": 27
        },
        {
            "label": "Weeds",
            "x": 167.5,
            "y": 513,
            "width": 23,
            "height": 26
        },
        {
            "label": "Weeds",
            "x": 176.5,
            "y": 576.5,
            "width": 20,
            "height": 15
        },
        {
            "label": "Weeds",
            "x": 173.5,
            "y": 435.5,
            "width": 43,
            "height": 50
        },
        {
            "label": "Weeds",
            "x": 358,
            "y": 254,
            "width": 12,
            "height": 13
        }
    ],
    "height": 640,
    "key": "00051.jpg",
    "width": 640
}

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