Dataset Versions

Try Pre-Trained Model
Versions
augmented3x-ModifiedClasses
v4
·
3 years ago
augmented3x
v3
·
3 years ago
original-images_ModifiedClasses
v2
·
3 years ago
original-images
v1
·
3 years ago
v3

augmented3x

Generated on Aug 19, 2022
Download

13478 Total Images

View All Images
Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image

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

See More
Banana Ripeness Classification
Annotate
1 / 13
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
bananas

Classes

 
freshunripe
0

Unused Classes

freshripe
overripe
ripe
rotten
unripe

Tags

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

Attributes

musa-acuminata-freshunripe-3b7fd45d-2653-11ec-b238-d8c4975e38aa---Copy.jpg

416x416
0.17MP

Updated Jan 30, 54603

7:36PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 100%
Centered on 92%, 28%
Resize Stretch to 416x416
Flip Both
90° Rotate Applied
Rotation -2°
Hue -4°
Saturation 3%
Brightness -5%
Exposure -6%
Blur 0.75px

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "DTn8AyMj8x1PZVacieE2"
    ],
    "destination": "e4307b0166896d5662924563423c16e5",
    "height": 416,
    "id": "nzZ7OlGEyVlYSRgnrPy7",
    "label": [
        "freshunripe"
    ],
    "labels": [
        "freshunripe"
    ],
    "name": "musa-acuminata-freshunripe-3b7fd45d-2653-11ec-b238-d8c4975e38aa---Copy.jpg",
    "numSteps": 11,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "crop:[100,0.924509,0.281545]",
        "resize:[\"Stretch to\",416,416]",
        "flip:[\"both\"]",
        "ninety:[-90]",
        "rotate:[-2]",
        "hue:[-4]",
        "saturation:[3]",
        "brightness:[-5]",
        "exposure:[-6]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 100%<br />Centered on 92%, 28%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-2°"
        },
        {
            "name": "Hue",
            "value": "-4°"
        },
        {
            "name": "Saturation",
            "value": "3%"
        },
        {
            "name": "Brightness",
            "value": "-5%"
        },
        {
            "name": "Exposure",
            "value": "-6%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "nzZ7OlGEyVlYSRgnrPy7",
    "split": "train",
    "split.DTn8AyMj8x1PZVacieE2.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[100,0.924509,0.281545]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[-90]\",\n    \"rotate:[-2]\",\n    \"hue:[-4]\",\n    \"saturation:[3]\",\n    \"brightness:[-5]\",\n    \"exposure:[-6]\",\n    \"blur:[0.75]\"\n]",
    "updated": 1660939587413,
    "updatedDate": "Jan 30, 54603",
    "updatedTime": "7:36PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DTn8AyMj8x1PZVacieE2/3"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [],
    "height": 416,
    "key": "musa-acuminata-freshunripe-3b7fd45d-2653-11ec-b238-d8c4975e38aa---Copy.jpg",
    "width": 416
}
  1. 1
    freshripe
  2. 2
    freshunripe
  3. 3
    overripe
  4. 4
    ripe
  5. 5
    rotten
  6. 6
    unripe
270%
Reset