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augmented3x-ModifiedClasses
v4
·
3 years ago
augmented3x
v3
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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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1 / 13
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Labels
Attributes
Raw Data

Annotations

Group:
bananas

Classes

 
ripe
0

Unused Classes

freshripe
freshunripe
overripe
rotten
unripe

Tags

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

Attributes

musa-acuminata-banana-e4dbd7b7-394a-11ec-b4fd-d8c4975e38aa.jpg

416x416
0.17MP

Updated Jan 30, 54603

7:36PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 98%
Centered on 66%, 9%
Resize Stretch to 416x416
Flip Horizontal
90° Rotate Applied
Rotation 2°
Hue 10°
Saturation 5%
Brightness -3%
Exposure 7%
Blur 0.25px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "DTn8AyMj8x1PZVacieE2"
    ],
    "destination": "c48b0baba9a3df163e6d7bf619f014e0",
    "height": 416,
    "id": "Obi0mQPkGXvXybnrQbyx",
    "label": [
        "ripe"
    ],
    "labels": [
        "ripe"
    ],
    "name": "musa-acuminata-banana-e4dbd7b7-394a-11ec-b4fd-d8c4975e38aa.jpg",
    "numSteps": 11,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "crop:[98,0.655515,0.091527]",
        "resize:[\"Stretch to\",416,416]",
        "flip:[\"horizontal\"]",
        "ninety:[90]",
        "rotate:[2]",
        "hue:[10]",
        "saturation:[5]",
        "brightness:[-3]",
        "exposure:[7]",
        "blur:[0.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 98%<br />Centered on 66%, 9%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Hue",
            "value": "10°"
        },
        {
            "name": "Saturation",
            "value": "5%"
        },
        {
            "name": "Brightness",
            "value": "-3%"
        },
        {
            "name": "Exposure",
            "value": "7%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        }
    ],
    "source": "Obi0mQPkGXvXybnrQbyx",
    "split": "train",
    "split.DTn8AyMj8x1PZVacieE2.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[98,0.655515,0.091527]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[90]\",\n    \"rotate:[2]\",\n    \"hue:[10]\",\n    \"saturation:[5]\",\n    \"brightness:[-3]\",\n    \"exposure:[7]\",\n    \"blur:[0.25]\"\n]",
    "updated": 1660939587388,
    "updatedDate": "Jan 30, 54603",
    "updatedTime": "7:36PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DTn8AyMj8x1PZVacieE2/3"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [],
    "height": 416,
    "key": "musa-acuminata-banana-e4dbd7b7-394a-11ec-b4fd-d8c4975e38aa.jpg",
    "width": 416
}
  1. 1
    freshripe
  2. 2
    freshunripe
  3. 3
    overripe
  4. 4
    ripe
  5. 5
    rotten
  6. 6
    unripe
170%
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