Dataset Versions

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2023-04-13 11:11am
v1
·
2 years ago
v1

2023-04-13 11:11am

Generated on Apr 13, 2023
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3093 Total Images

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Dataset Split

Train Set 87%
2706Images
Valid Set 8%
258Images
Test Set 4%
129Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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quality3
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2 / 12
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valid
Labels
Attributes
Raw Data

Annotations

Group:
b

CLASSES

LAYERS

 
broken - small
3
 
pulpy - squashed_ends
7
 
sound
1
 
split - rind_missing
5

Unused Classes

broken & small
pulpy & squashed_ends
split & rind_missing

Tags

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Type and select tags below to add them to the image.

Attributes

IMG_1180.jpg

640x640
0.41MP

Updated Apr 13, 2023

1:11AM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "broken & small": 2765,
        "sound": 2689,
        "pulpy & squashed_ends": 4216,
        "split & rind_missing": 2703
    },
    "datasets": [
        "YwiBa8li0TUbMo9mofzM"
    ],
    "destination": "eff1c7e38493dc0e60b901fb2cf27f9e",
    "height": 640,
    "id": "ywE4PRItKItsC888Obt8",
    "label": [],
    "labels": [],
    "name": "IMG_1180.jpg",
    "numSteps": 2,
    "owner": "juXhQRYAspcKVqMOjKPYv8Iysqi2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "ywE4PRItKItsC888Obt8",
    "split": "valid",
    "split.YwiBa8li0TUbMo9mofzM.1": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1681348278,
        "_nanoseconds": 440000000
    },
    "updatedDate": "Apr 13, 2023",
    "updatedTime": "1:11AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "YwiBa8li0TUbMo9mofzM/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "pulpy - squashed_ends",
            "x": 353,
            "y": 177,
            "width": 113,
            "height": 238
        },
        {
            "label": "broken - small",
            "x": 66,
            "y": 196,
            "width": 115,
            "height": 46
        },
        {
            "label": "split - rind_missing",
            "x": 399.5,
            "y": 227,
            "width": 151,
            "height": 136
        },
        {
            "label": "split - rind_missing",
            "x": 581,
            "y": 241,
            "width": 116,
            "height": 298
        },
        {
            "label": "pulpy - squashed_ends",
            "x": 254.5,
            "y": 243.5,
            "width": 181,
            "height": 130
        },
        {
            "label": "pulpy - squashed_ends",
            "x": 261,
            "y": 288,
            "width": 349,
            "height": 157
        },
        {
            "label": "split - rind_missing",
            "x": 424,
            "y": 289.5,
            "width": 216,
            "height": 246
        },
        {
            "label": "split - rind_missing",
            "x": 209,
            "y": 307.5,
            "width": 231,
            "height": 55
        },
        {
            "label": "pulpy - squashed_ends",
            "x": 71,
            "y": 317,
            "width": 141,
            "height": 58
        },
        {
            "label": "broken - small",
            "x": 401,
            "y": 391.5,
            "width": 301,
            "height": 63
        },
        {
            "label": "pulpy - squashed_ends",
            "x": 205.5,
            "y": 473.5,
            "width": 409,
            "height": 160
        },
        {
            "label": "split - rind_missing",
            "x": 345.5,
            "y": 480,
            "width": 203,
            "height": 136
        },
        {
            "label": "sound",
            "x": 191,
            "y": 511,
            "width": 124,
            "height": 98
        },
        {
            "label": "broken - small",
            "x": 524,
            "y": 60.5,
            "width": 218,
            "height": 121
        },
        {
            "label": "pulpy - squashed_ends",
            "x": 455,
            "y": 140.5,
            "width": 244,
            "height": 71
        },
        {
            "label": "pulpy - squashed_ends",
            "x": 280.5,
            "y": 155,
            "width": 288,
            "height": 76
        }
    ],
    "height": 640,
    "key": "IMG_1180_jpg.rf.60494dbb335a6b582c6ad3fc7cd05f20.jpg",
    "width": 640
}

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