Dataset Versions

v1

v1

Generated on Jun 18, 2022

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Dataset Split

Train Set 87%
21408Images
Valid Set 8%
2032Images
Test Set 4%
1028Images

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
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%

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1.2k images 2 models
Plant Pathology
Annotate
grape-leaf-with-water-drops-41813-1920x1080.jpg
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valid
Labels
Attributes
Raw Data

Annotations

Group:
health

CLASSES

LAYERS

 
grape leaf black rot
1

Unused Classes

Apple Scab Leaf
Apple leaf
Apple rust leaf
Bell_pepper leaf
Bell_pepper leaf spot
Blueberry leaf
Cherry leaf
Corn Gray leaf spot
Corn leaf blight
Corn rust leaf
Peach leaf
Potato leaf
Potato leaf early blight
Potato leaf late blight
Raspberry leaf
Soyabean leaf
Soybean leaf
Squash Powdery mildew leaf
Strawberry leaf
Tomato Early blight leaf
Tomato Septoria leaf spot
Tomato leaf
Tomato leaf bacterial spot
Tomato leaf late blight
Tomato leaf mosaic virus
Tomato leaf yellow virus
Tomato mold leaf
Tomato two spotted spider mites leaf
grape leaf

Tags

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

Attributes

grape-leaf-with-water-drops-41813-1920x1080.jpg

416x416
0.17MP

Updated Jun 18, 2022

6:29PM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient Applied
Tile Row: 2 of 2
Column: 1 of 2
Resize Stretch to 416x416
Auto-Adjust Contrast Adaptive Equalization

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "W6JAgyrPIyUlFno7ZQft"
    ],
    "destination": "147a46b1a8f401ad3e2e491df5bd14c3",
    "height": 416,
    "id": "KyYLc5fekyUlbmNpjQ19",
    "label": [],
    "labels": [],
    "name": "grape-leaf-with-water-drops-41813-1920x1080.jpg",
    "numSteps": 4,
    "owner": "1tCFz4wlukamuArp35wiFWohPPa2",
    "preprocessing": [
        "auto-orient",
        "tile:[0,1,2,2]",
        "resize:[\"Stretch to\",416,416]",
        "auto-contrast:[\"Adaptive Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 2 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        }
    ],
    "source": "KyYLc5fekyUlbmNpjQ19",
    "split": "valid",
    "split.W6JAgyrPIyUlFno7ZQft.1": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[0,1,2,2]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\"\n]",
    "updated": {
        "_seconds": 1655576984,
        "_nanoseconds": 949000000
    },
    "updatedDate": "Jun 18, 2022",
    "updatedTime": "6:29PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "W6JAgyrPIyUlFno7ZQft/1"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "grape leaf black rot",
            "x": 244,
            "y": 205,
            "width": 340,
            "height": 410
        }
    ],
    "height": 416,
    "key": "grape-leaf-with-water-drops-41813-1920x1080_jpg.rf.7e4651afafb8032bdfd3ea5418bad85d.jpg",
    "width": 416
}

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