Dataset Versions

v2

2022-05-31 5:13pm

Generated on May 31, 2022

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Dataset Split

Train Set 92%
564Images
Valid Set 4%
24Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 10px
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels

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cotton_images
Annotate
download--3-.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
Cotton

CLASSES

LAYERS

Unused Classes

15

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Attributes

download--3-.jpg

416x416
0.17MP

Updated May 31, 2022

11:43AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Tile Row: 2 of 2
Column: 1 of 2
Crop Applied Per Bounding Box
Resize Stretch to 416x416
Auto-Adjust Contrast Adaptive Equalization
90° Rotate Applied Per Bounding Box
Rotation Applied Per Bounding Box
Shear Applied Per Bounding Box
Noise Applied Per Bounding Box
90° Rotate Applied
Blur 2.75px

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "datasets": [
        "D9QMxDcO9p3GdGOpUzSa"
    ],
    "destination": "c6aafc3fd70880317e4cffcb497bcabc",
    "height": 416,
    "id": "DL5PXOdPZ45Bo40qpbbY",
    "label": [],
    "labels": [],
    "name": "download--3-.jpg",
    "numSteps": 11,
    "owner": "XzVQxFNjchQYoXwxcXkcQI1i18l2",
    "preprocessing": [
        "auto-orient",
        "tile:[0,1,2,2]",
        "crop:[[85,0.996998,0.618143]]",
        "resize:[\"Stretch to\",416,416]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "ninety:[[90]]",
        "rotate:[[-7]]",
        "shear:[[9,-14]]",
        "noise:[[1.25,47053]]",
        "ninety:[-90]",
        "blur:[2.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 2 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Crop",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Blur",
            "value": "2.75px"
        }
    ],
    "source": "DL5PXOdPZ45Bo40qpbbY",
    "split": "train",
    "split.D9QMxDcO9p3GdGOpUzSa.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[0,1,2,2]\",\n    \"crop:[[85,0.996998,0.618143]]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"ninety:[[90]]\",\n    \"rotate:[[-7]]\",\n    \"shear:[[9,-14]]\",\n    \"noise:[[1.25,47053]]\",\n    \"ninety:[-90]\",\n    \"blur:[2.75]\"\n]",
    "updated": {
        "_seconds": 1653997399,
        "_nanoseconds": 288000000
    },
    "updatedDate": "May 31, 2022",
    "updatedTime": "11:43AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "D9QMxDcO9p3GdGOpUzSa/2"
    ],
    "width": 416
}
{
    "boxes": [],
    "height": 416,
    "key": "download (3).jpg",
    "width": 416
}

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