Dataset Versions

v2

2024-07-06 6:14am

Generated on Jul 6, 2024

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Dataset Split

Train Set 88%
1509Images
Valid Set 8%
140Images
Test Set 4%
72Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Granules_detection
Annotate
IMG-20240627-WA0321.jpg
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train
Labels
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Raw Data

Annotations

Group: Pebbles-rice-EAPG
 
0
4
 
1
4

Attributes

IMG-20240627-WA0321.jpg

640x640
0.41MP

Updated Jul 6, 2024

6:14AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Both
90° Rotate Applied
Saturation -1%
Brightness 11%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "0": 2465,
        "1": 1851
    },
    "datasets": [
        "nQiQnj5k3XHW2n63VcPE"
    ],
    "destination": "5da82861eff8f9f67d9d9efcf1a0889e",
    "height": 640,
    "id": "RO6jVqTvuJGCElkTgAVP",
    "label": [],
    "labels": [],
    "name": "IMG-20240627-WA0321.jpg",
    "numSteps": 6,
    "owner": "5za0bB7fonRQi1oUERdCFV2Nu232",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"both\"]",
        "ninety:[90]",
        "saturation:[-1]",
        "brightness:[11]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "-1%"
        },
        {
            "name": "Brightness",
            "value": "11%"
        }
    ],
    "source": "RO6jVqTvuJGCElkTgAVP",
    "split": "train",
    "split.nQiQnj5k3XHW2n63VcPE.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[90]\",\n    \"saturation:[-1]\",\n    \"brightness:[11]\"\n]",
    "updated": {
        "_seconds": 1720246487,
        "_nanoseconds": 704000000
    },
    "updatedDate": "Jul 6, 2024",
    "updatedTime": "6:14AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "nQiQnj5k3XHW2n63VcPE/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "1",
            "x": 394.5,
            "y": 437.5,
            "width": 30,
            "height": 55
        },
        {
            "label": "1",
            "x": 378.5,
            "y": 179,
            "width": 20,
            "height": 30
        },
        {
            "label": "1",
            "x": 291,
            "y": 172,
            "width": 28,
            "height": 44
        },
        {
            "label": "1",
            "x": 214,
            "y": 173,
            "width": 19,
            "height": 50
        },
        {
            "label": "0",
            "x": 161,
            "y": 110.5,
            "width": 61,
            "height": 55
        },
        {
            "label": "0",
            "x": 486,
            "y": 202.5,
            "width": 44,
            "height": 65
        },
        {
            "label": "0",
            "x": 266,
            "y": 383.5,
            "width": 216,
            "height": 332
        },
        {
            "label": "0",
            "x": 329,
            "y": 110.5,
            "width": 30,
            "height": 111
        }
    ],
    "height": 640,
    "key": "IMG-20240627-WA0321.jpg",
    "width": 640
}

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