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2023-06-29 12:22am
v40
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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
v36

2023-06-23 4:14pm

Generated on Jun 23, 2023
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3888 Total Images

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Dataset Split

Train Set 92%
3578Images
Valid Set 4%
158Images
Test Set 4%
152Images

Preprocessing

Auto-Orient: Applied
Static Crop: 14-86% Horizontal Region, 14-86% Vertical Region
Resize: Stretch to 260x260
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%

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kidney stone detection by labeling
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1 / 13
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train
Labels
Attributes
Raw Data

Annotations

Group:
kidney-stone

Classes

Layers

 
kidney-stone
4

Unused Classes

normal kidney

Tags

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

Attributes

kidimg-6191-.jpg

260x260
0.07MP

Updated Jul 28, 55445

9:20PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 14% to 86%
Y: 14% to 86%
Resize Stretch to 260x260
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": "62cfb4ce53f684fd2ca16f52af3cd159",
    "height": 260,
    "id": "HVZOSgIaN9pnaxqG9weM",
    "label": [],
    "labels": [],
    "name": "kidimg-6191-.jpg",
    "numSteps": 8,
    "owner": "h9zK5n6lbIfaQDgk18b7FkTCP083",
    "preprocessing": [
        "auto-orient",
        "static-crop:[14,86,14,86]",
        "resize:[\"Stretch to\",260,260]",
        "grayscale",
        "rotate:[[-42],[38],[-44],[35]]",
        "shear:[[-23,16],[-42,-11],[14,-25],[-25,-33]]",
        "exposure:[[-1],[-42],[-46],[14]]",
        "ninety:[180]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 14% to 86%<br/>Y: 14% to 86%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 260x260"
        },
        {
            "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": "HVZOSgIaN9pnaxqG9weM",
    "split": "train",
    "split.znzgRIFpbnYk0OPgptzs.36": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[14,86,14,86]\",\n    \"resize:[\\\"Stretch to\\\",260,260]\",\n    \"grayscale\",\n    \"rotate:[[-42],[38],[-44],[35]]\",\n    \"shear:[[-23,16],[-42,-11],[14,-25],[-25,-33]]\",\n    \"exposure:[[-1],[-42],[-46],[14]]\",\n    \"ninety:[180]\"\n]",
    "updated": 1687526083216,
    "updatedDate": "Jul 28, 55445",
    "updatedTime": "9:20PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "znzgRIFpbnYk0OPgptzs/36"
    ],
    "width": 260
}

Annotation Data

{
    "boxes": [
        {
            "label": "kidney-stone",
            "x": 58.5,
            "y": 90,
            "width": 25,
            "height": 26
        },
        {
            "label": "kidney-stone",
            "x": 62.5,
            "y": 169.5,
            "width": 12,
            "height": 11
        },
        {
            "label": "kidney-stone",
            "x": 153,
            "y": 212,
            "width": 10,
            "height": 12
        },
        {
            "label": "kidney-stone",
            "x": 86,
            "y": 153.5,
            "width": 16,
            "height": 21
        }
    ],
    "height": 260,
    "key": "kidimg (6191).jpg",
    "width": 260
}

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