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2023-06-29 12:22am
v40
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2023-06-24 10:38pm
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2023-06-09 2:48pm
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2023-06-06 11:51pm
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2023-06-06 3:31pm
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2023-06-04 10:42pm
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2023-06-04 4:10am
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2023-06-04 4:08am
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2023-06-03 5:44pm
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2023-06-03 5:11pm
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2023-06-02 8:06pm
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2023-06-02 7:39pm
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2023-06-01 6:05pm
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2023-06-01 4:46pm
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2023-06-01 3:32pm
v3
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2023-05-31 11:35pm
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2023-05-31 11:19pm
v1
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2 years ago
v39

2023-06-24 10:38pm

Generated on Jun 24, 2023
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3889 Total Images

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Dataset Split

Train Set 92%
3579Images
Valid Set 4%
158Images
Test Set 4%
152Images

Preprocessing

Auto-Orient: Applied
Static Crop: 15-78% Horizontal Region, 14-88% Vertical Region
Resize: Stretch to 150x150
Grayscale: Applied
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 100% of images
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±45° Horizontal, ±45° Vertical
Bounding Box: Exposure: Between -50% and +50%

Similar Projects

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kidney stone detection by labeling
Annotate
12 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
kidney-stone

Classes

Layers

 
kidney-stone
7

Unused Classes

normal kidney

Tags

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

Attributes

kidimg-415-.jpg

150x150
0.02MP

Updated Jan 15, 55449

5:43PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 15% to 78%
Y: 14% to 88%
Resize Stretch to 150x150
Grayscale Applied
Rotation Applied Per Bounding Box
Shear Applied Per Bounding Box
Exposure Applied Per Bounding Box
90° Rotate Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "znzgRIFpbnYk0OPgptzs"
    ],
    "destination": "28e98a911aec9a765c411d44ca07e054",
    "height": 150,
    "id": "chsh74FHkf25mXKrAHeu",
    "label": [],
    "labels": [],
    "name": "kidimg-415-.jpg",
    "numSteps": 8,
    "owner": "h9zK5n6lbIfaQDgk18b7FkTCP083",
    "preprocessing": [
        "auto-orient",
        "static-crop:[15,78,14,88]",
        "resize:[\"Stretch to\",150,150]",
        "grayscale",
        "rotate:[[-18],[-18],[-20],[-36],[44],[-22],[-12]]",
        "shear:[[20,-27],[-32,-7],[-3,-40],[30,1],[-31,-25],[-29,25],[-27,-28]]",
        "exposure:[[15],[-39],[20],[21],[21],[16],[0]]",
        "ninety:[-90]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 15% to 78%<br/>Y: 14% to 88%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 150x150"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "chsh74FHkf25mXKrAHeu",
    "split": "train",
    "split.znzgRIFpbnYk0OPgptzs.39": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[15,78,14,88]\",\n    \"resize:[\\\"Stretch to\\\",150,150]\",\n    \"grayscale\",\n    \"rotate:[[-18],[-18],[-20],[-36],[44],[-22],[-12]]\",\n    \"shear:[[20,-27],[-32,-7],[-3,-40],[30,1],[-31,-25],[-29,25],[-27,-28]]\",\n    \"exposure:[[15],[-39],[20],[21],[21],[16],[0]]\",\n    \"ninety:[-90]\"\n]",
    "updated": 1687635539006,
    "updatedDate": "Jan 15, 55449",
    "updatedTime": "5:43PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "znzgRIFpbnYk0OPgptzs/39"
    ],
    "width": 150
}

Annotation Data

{
    "boxes": [
        {
            "label": "kidney-stone",
            "x": 85.5,
            "y": 70.5,
            "width": 10,
            "height": 17
        },
        {
            "label": "kidney-stone",
            "x": 57,
            "y": 72,
            "width": 10,
            "height": 12
        },
        {
            "label": "kidney-stone",
            "x": 72.5,
            "y": 72,
            "width": 7,
            "height": 10
        },
        {
            "label": "kidney-stone",
            "x": 57,
            "y": 100,
            "width": 4,
            "height": 4
        },
        {
            "label": "kidney-stone",
            "x": 54.5,
            "y": 53.5,
            "width": 7,
            "height": 7
        },
        {
            "label": "kidney-stone",
            "x": 79,
            "y": 64,
            "width": 6,
            "height": 8
        },
        {
            "label": "kidney-stone",
            "x": 87,
            "y": 99,
            "width": 4,
            "height": 6
        }
    ],
    "height": 150,
    "key": "kidimg (415).jpg",
    "width": 150
}

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