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augmented3x-ModifiedClasses
v4
·
3 years ago
augmented3x
v3
·
3 years ago
original-images_ModifiedClasses
v2
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3 years ago
original-images
v1
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3 years ago
v3

augmented3x

Generated on Aug 19, 2022
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13478 Total Images

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Dataset Split

Train Set 87%
11793Images
Valid Set 8%
1123Images
Test Set 4%
562Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -10° and +10°
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px

Similar Projects

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Banana Ripeness Classification
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8 / 12
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train
Labels
Attributes
Raw Data

Annotations

Group:
bananas

Classes

 
overripe
0

Unused Classes

freshripe
freshunripe
ripe
rotten
unripe

Tags

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

Attributes

musa-acuminata-overripe-7dd11133-2653-11ec-8783-d8c4975e38aa.jpg

416x416
0.17MP

Updated Jan 30, 54603

7:33PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 98%
Centered on 52%, 93%
Resize Stretch to 416x416
Flip Both
90° Rotate Applied
Rotation -9°
Hue 5°
Saturation -7%
Brightness -5%
Exposure 2%
Blur 0.5px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "DTn8AyMj8x1PZVacieE2"
    ],
    "destination": "13161da52a6f0d9a5fdfa5b9d10e7035",
    "height": 416,
    "id": "LszBt9V69NMSynmuFyPP",
    "label": [
        "overripe"
    ],
    "labels": [
        "overripe"
    ],
    "name": "musa-acuminata-overripe-7dd11133-2653-11ec-8783-d8c4975e38aa.jpg",
    "numSteps": 11,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "crop:[98,0.517869,0.929961]",
        "resize:[\"Stretch to\",416,416]",
        "flip:[\"both\"]",
        "ninety:[0]",
        "rotate:[-9]",
        "hue:[5]",
        "saturation:[-7]",
        "brightness:[-5]",
        "exposure:[2]",
        "blur:[0.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 98%<br />Centered on 52%, 93%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-9°"
        },
        {
            "name": "Hue",
            "value": "5°"
        },
        {
            "name": "Saturation",
            "value": "-7%"
        },
        {
            "name": "Brightness",
            "value": "-5%"
        },
        {
            "name": "Exposure",
            "value": "2%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        }
    ],
    "source": "LszBt9V69NMSynmuFyPP",
    "split": "train",
    "split.DTn8AyMj8x1PZVacieE2.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[98,0.517869,0.929961]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[0]\",\n    \"rotate:[-9]\",\n    \"hue:[5]\",\n    \"saturation:[-7]\",\n    \"brightness:[-5]\",\n    \"exposure:[2]\",\n    \"blur:[0.5]\"\n]",
    "updated": 1660939587232,
    "updatedDate": "Jan 30, 54603",
    "updatedTime": "7:33PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DTn8AyMj8x1PZVacieE2/3"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [],
    "height": 416,
    "key": "musa-acuminata-overripe-7dd11133-2653-11ec-8783-d8c4975e38aa.jpg",
    "width": 416
}
  1. 1
    freshripe
  2. 2
    freshunripe
  3. 3
    overripe
  4. 4
    ripe
  5. 5
    rotten
  6. 6
    unripe
270%
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