Dataset Versions

v6

2023-05-14 11:30pm

Generated on May 14, 2023

Dataset Split

Train Set 87%
3459Images
Valid Set 6%
250Images
Test Set 6%
250Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 3 remapped, 0 dropped
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Noise: Up to 1% of pixels

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strawberry
Annotate
IMG_3135_JPG.jpg
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Labels
Attributes
Raw Data

Annotations

Group:
strawberry

CLASSES

LAYERS

Unused Classes

1
2
3
half-ripened
unripe
well-ripened

Tags

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Type and select tags below to add them to the image.

Attributes

IMG_3135_JPG.jpg

640x640
0.41MP

Updated May 14, 2023

3:30PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fill (with center crop) in 640x640
Auto-Adjust Contrast Contrast Stretching
Modify Classes Applied
Flip Horizontal
Noise 1%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "1": 409,
        "2": 193,
        "3": 692,
        "half-ripened": 834,
        "well-ripened": 1421,
        "unripe": 2187
    },
    "datasets": [
        "bswcx7vXDyHmXPNcW8P1"
    ],
    "destination": "3549e6bee9841e20f5f04eb69ff28437",
    "height": 640,
    "id": "7uf9LuoZL4TLLIHeMqqc",
    "label": [],
    "labels": [],
    "name": "IMG_3135_JPG.jpg",
    "numSteps": 6,
    "owner": "652unJfrnCdbWSkTbNM8P5NGFHc2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fill (with center crop) in\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "remap:[\"84fb492268c670c51d2c0a4aa659b6d3\"]",
        "flip:[\"horizontal\"]",
        "noise:[1,136586]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fill (with center crop) in 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Noise",
            "value": "1%"
        }
    ],
    "source": "7uf9LuoZL4TLLIHeMqqc",
    "split": "train",
    "split.bswcx7vXDyHmXPNcW8P1.6": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fill (with center crop) in\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"remap:[\\\"84fb492268c670c51d2c0a4aa659b6d3\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"noise:[1,136586]\"\n]",
    "updated": {
        "_seconds": 1684078210,
        "_nanoseconds": 331000000
    },
    "updatedDate": "May 14, 2023",
    "updatedTime": "3:30PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "bswcx7vXDyHmXPNcW8P1/6"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "IMG_3135_JPG_jpg.rf.0c91eac98bf97421c698efb9efdfb071.jpg",
    "width": 640
}

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