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2023-04-13 11:11am
v1
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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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Attributes
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Annotations

Group:
b

CLASSES

LAYERS

 
broken & small
3
 
broken - small
1
 
pulpy & squashed_ends
6
 
pulpy - squashed_ends
3
 
sound
5
 
split & rind_missing
7
 
split - rind_missing
1

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Attributes

IMG_1541.jpg

640x640
0.41MP

Updated Apr 13, 2023

1:11AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Shear Applied Per Bounding Box
90° Rotate Applied
Rotation -7°
Noise 3.75%
Mosaic Applied

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": "a419d9716dc4276b37bc8dd894f58eed",
    "height": 640,
    "id": "HJKXPz4kJXpMcRBbgi2I",
    "label": [],
    "labels": [],
    "name": "IMG_1541.jpg",
    "numSteps": 7,
    "owner": "juXhQRYAspcKVqMOjKPYv8Iysqi2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "shear:[[1,1],[-13,7],[-1,-4],[8,-2],[8,-4],[-15,2],[-10,9],[13,-6],[-4,3],[-7,4],[11,10],[-2,0],[-6,14],[7,6],[-5,-13],[6,1]]",
        "ninety:[0]",
        "rotate:[-7]",
        "noise:[3.75,64223]",
        "mosaic:[51,47,[[0.796322,0.979424],[0.611533,0.77035],[0.352977,0.859293],[0.341513,0.54654]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-7°"
        },
        {
            "name": "Noise",
            "value": "3.75%"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "HJKXPz4kJXpMcRBbgi2I",
    "split": "train",
    "split.YwiBa8li0TUbMo9mofzM.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"shear:[[1,1],[-13,7],[-1,-4],[8,-2],[8,-4],[-15,2],[-10,9],[13,-6],[-4,3],[-7,4],[11,10],[-2,0],[-6,14],[7,6],[-5,-13],[6,1]]\",\n    \"ninety:[0]\",\n    \"rotate:[-7]\",\n    \"noise:[3.75,64223]\",\n    \"mosaic:[51,47,[[0.796322,0.979424],[0.611533,0.77035],[0.352977,0.859293],[0.341513,0.54654]]]\"\n]",
    "updated": {
        "_seconds": 1681348278,
        "_nanoseconds": 741000000
    },
    "updatedDate": "Apr 13, 2023",
    "updatedTime": "1:11AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "YwiBa8li0TUbMo9mofzM/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "pulpy - squashed_ends",
            "x": 292,
            "y": 31.5,
            "width": 68,
            "height": 63
        },
        {
            "label": "pulpy - squashed_ends",
            "x": 234.5,
            "y": 150,
            "width": 183,
            "height": 300
        },
        {
            "label": "pulpy - squashed_ends",
            "x": 242,
            "y": 108.5,
            "width": 152,
            "height": 217
        },
        {
            "label": "split - rind_missing",
            "x": 55,
            "y": 91.5,
            "width": 105,
            "height": 126
        },
        {
            "label": "broken - small",
            "x": 19.5,
            "y": 155.5,
            "width": 39,
            "height": 289
        },
        {
            "label": "split & rind_missing",
            "x": 554.5,
            "y": 127.5,
            "width": 171,
            "height": 99
        },
        {
            "label": "split & rind_missing",
            "x": 241,
            "y": 452,
            "width": 106,
            "height": 304
        },
        {
            "label": "sound",
            "x": 298,
            "y": 464.5,
            "width": 56,
            "height": 329
        },
        {
            "label": "sound",
            "x": 205,
            "y": 470,
            "width": 146,
            "height": 340
        },
        {
            "label": "split & rind_missing",
            "x": 70.5,
            "y": 457.5,
            "width": 141,
            "height": 315
        },
        {
            "label": "sound",
            "x": 34,
            "y": 461.5,
            "width": 68,
            "height": 323
        },
        {
            "label": "pulpy & squashed_ends",
            "x": 405.5,
            "y": 552,
            "width": 159,
            "height": 176
        },
        {
            "label": "broken & small",
            "x": 483,
            "y": 521,
            "width": 314,
            "height": 238
        },
        {
            "label": "broken & small",
            "x": 533,
            "y": 504.5,
            "width": 214,
            "height": 271
        },
        {
            "label": "split & rind_missing",
            "x": 349.5,
            "y": 481.5,
            "width": 47,
            "height": 317
        },
        {
            "label": "pulpy & squashed_ends",
            "x": 547,
            "y": 521.5,
            "width": 186,
            "height": 103
        },
        {
            "label": "broken & small",
            "x": 430,
            "y": 416.5,
            "width": 148,
            "height": 233
        },
        {
            "label": "split & rind_missing",
            "x": 400,
            "y": 423.5,
            "width": 148,
            "height": 247
        },
        {
            "label": "pulpy & squashed_ends",
            "x": 593,
            "y": 406,
            "width": 94,
            "height": 212
        },
        {
            "label": "split & rind_missing",
            "x": 519,
            "y": 405.5,
            "width": 140,
            "height": 211
        },
        {
            "label": "split & rind_missing",
            "x": 474.5,
            "y": 373.5,
            "width": 131,
            "height": 147
        },
        {
            "label": "pulpy & squashed_ends",
            "x": 570,
            "y": 357,
            "width": 88,
            "height": 114
        },
        {
            "label": "pulpy & squashed_ends",
            "x": 603,
            "y": 372,
            "width": 74,
            "height": 144
        },
        {
            "label": "sound",
            "x": 551,
            "y": 319,
            "width": 66,
            "height": 38
        },
        {
            "label": "sound",
            "x": 562,
            "y": 596.5,
            "width": 100,
            "height": 87
        },
        {
            "label": "pulpy & squashed_ends",
            "x": 552.5,
            "y": 601.5,
            "width": 175,
            "height": 77
        }
    ],
    "height": 640,
    "key": "IMG_1541_jpg.rf.7add6505fb198d75f3afc8d598240c91.jpg",
    "width": 640
}

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