Dataset Versions

v1

2024-07-29 1:26pm

Generated on Jul 29, 2024

Dataset Split

Train Set 89%
576Images
Valid Set 7%
44Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%

Similar Projects

See More
leaf-detection
Annotate
Ginger-10.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Ginger-Leaf_Healthy

CLASSES

LAYERS

 
Ginger-Leaf_Healthy
1

Unused Classes

Ginger-Leaf_-Pest-pattern
Ginger-Leaf_Nutritional-deficiency

Tags

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

Attributes

Ginger-10.jpg

640x640
0.41MP

Updated Jul 29, 2024

1:26PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Tile Row: 1 of 2
Column: 1 of 2
Resize Stretch to 640x640
Flip Horizontal
90° Rotate Applied
Rotation -5°
Shear X: -9°
Y: -6°
Hue -10°
Saturation 15%
Brightness 10%
Exposure 3%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Ginger-Leaf_Healthy": 403,
        "Ginger-Leaf_Nutritional-deficiency": 144
    },
    "datasets": [
        "xwksIFswd1MemZKqCqeM"
    ],
    "destination": "d21d6256b84d41cec737b246c78f0707",
    "height": 640,
    "id": "2QRWkYtD161LmLGAyDIl",
    "label": [],
    "labels": [],
    "name": "Ginger-10.jpg",
    "numSteps": 11,
    "owner": "UJpqcP9smwWVjoV0h8ccX4G9koG2",
    "preprocessing": [
        "auto-orient",
        "tile:[0,0,2,2]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[-90]",
        "rotate:[-5]",
        "shear:[-9,-6]",
        "hue:[-10]",
        "saturation:[15]",
        "brightness:[10]",
        "exposure:[3]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-5°"
        },
        {
            "name": "Shear",
            "value": "X: -9°<br/>Y: -6°"
        },
        {
            "name": "Hue",
            "value": "-10°"
        },
        {
            "name": "Saturation",
            "value": "15%"
        },
        {
            "name": "Brightness",
            "value": "10%"
        },
        {
            "name": "Exposure",
            "value": "3%"
        }
    ],
    "source": "2QRWkYtD161LmLGAyDIl",
    "split": "train",
    "split.xwksIFswd1MemZKqCqeM.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[0,0,2,2]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[-90]\",\n    \"rotate:[-5]\",\n    \"shear:[-9,-6]\",\n    \"hue:[-10]\",\n    \"saturation:[15]\",\n    \"brightness:[10]\",\n    \"exposure:[3]\"\n]",
    "updated": {
        "_seconds": 1722259614,
        "_nanoseconds": 88000000
    },
    "updatedDate": "Jul 29, 2024",
    "updatedTime": "1:26PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "xwksIFswd1MemZKqCqeM/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "Ginger-Leaf_Healthy",
            "x": 221.92334749999998,
            "y": 198.90803449999999,
            "width": 416.879771,
            "height": 331.672151,
            "points": [
                [
                    194.447619,
                    148.735542
                ],
                [
                    22.031067,
                    33.071959
                ],
                [
                    13.483462,
                    94.358145
                ],
                [
                    331.895123,
                    327.11582
                ],
                [
                    409.058883,
                    364.74411
                ],
                [
                    430.363233,
                    364.191531
                ],
                [
                    423.776958,
                    348.744737
                ],
                [
                    194.447619,
                    148.735542
                ]
            ]
        }
    ],
    "height": 640,
    "key": "Ginger-10.jpg",
    "width": 640
}

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
170%
Reset