Dataset Versions

Versions
2023-06-29 7:28am
v2
·
2 years ago
2023-06-29 3:51am
v1
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2 years ago
v1

2023-06-29 3:51am

Generated on Jun 29, 2023
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4201 Total Images

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Dataset Split

Train Set 92%
3852Images
Valid Set 4%
183Images
Test Set 4%
166Images

Preprocessing

Auto-Orient: Applied
Static Crop: 28-69% Horizontal Region, 33-78% Vertical Region
Resize: Stretch to 250x250
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Rotation: Between -8° and +8°
Shear: ±9° Horizontal, ±22° Vertical
Grayscale: Apply to 25% of images
Hue: Between -180° and +180°
Saturation: Between -61% and +61%
Brightness: Between -67% and +67%
Exposure: Between -5% and +5%
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 33% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±7° Vertical
Bounding Box: Brightness: Between -64% and +64%
Bounding Box: Exposure: Between -25% and +25%

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KIDNEY STONE DETECTION
Annotate
8 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
kidney-kidney-stone

Classes

Layers

 
normal kidney
1

Unused Classes

kidney-stone

Tags

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

Attributes

normal-kidney-1-.jpg

250x250
0.06MP

Updated Aug 2, 55460

12:05PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 28% to 69%
Y: 33% to 78%
Crop Applied Per Bounding Box
Crop Keep 83%
Centered on 80%, 32%
Resize Stretch to 250x250
Grayscale Applied
Modify Classes Applied
Flip Applied Per Bounding Box
90° Rotate Applied Per Bounding Box
Rotation Applied Per Bounding Box
Shear Applied Per Bounding Box
Brightness Applied Per Bounding Box
Exposure Applied Per Bounding Box
Flip Horizontal
90° Rotate Applied
Rotation 5°
Shear X: 0°
Y: 20°
Hue 167°
Saturation 19%
Brightness 63%
Exposure -1%
Mosaic Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "BBHiV8KXFEnP5UyzKy3L"
    ],
    "destination": "720aac1724e6d7dd0cd98852fde541ae",
    "height": 250,
    "id": "y4CS91Qb9Shqn3EGBlL7",
    "label": [],
    "labels": [],
    "name": "normal-kidney-1-.jpg",
    "numSteps": 22,
    "owner": "h9zK5n6lbIfaQDgk18b7FkTCP083",
    "preprocessing": [
        "auto-orient",
        "static-crop:[28,69,33,78]",
        "crop:[[89,0.290733,0.577216]]",
        "crop:[83,0.804074,0.317549]",
        "resize:[\"Stretch to\",250,250]",
        "grayscale",
        "remap:[\"67c9cda9260418ae856ed2ed7a12b350\"]",
        "flip:[[]]",
        "ninety:[[0]]",
        "rotate:[[-3]]",
        "shear:[[13,1]]",
        "brightness:[[2]]",
        "exposure:[[-6]]",
        "flip:[\"horizontal\"]",
        "ninety:[0]",
        "rotate:[5]",
        "shear:[0,20]",
        "hue:[167]",
        "saturation:[19]",
        "brightness:[63]",
        "exposure:[-1]",
        "mosaic:[55,74,[[0.463513,0.073605],[0.882031,0.755523],[0.350596,0.062861],[0.528899,0.338174]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 28% to 69%<br/>Y: 33% to 78%"
        },
        {
            "name": "Crop",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Crop",
            "value": "Keep 83%<br />Centered on 80%, 32%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 250x250"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "5°"
        },
        {
            "name": "Shear",
            "value": "X: 0°<br/>Y: 20°"
        },
        {
            "name": "Hue",
            "value": "167°"
        },
        {
            "name": "Saturation",
            "value": "19%"
        },
        {
            "name": "Brightness",
            "value": "63%"
        },
        {
            "name": "Exposure",
            "value": "-1%"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "y4CS91Qb9Shqn3EGBlL7",
    "split": "train",
    "split.BBHiV8KXFEnP5UyzKy3L.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[28,69,33,78]\",\n    \"crop:[[89,0.290733,0.577216]]\",\n    \"crop:[83,0.804074,0.317549]\",\n    \"resize:[\\\"Stretch to\\\",250,250]\",\n    \"grayscale\",\n    \"remap:[\\\"67c9cda9260418ae856ed2ed7a12b350\\\"]\",\n    \"flip:[[]]\",\n    \"ninety:[[0]]\",\n    \"rotate:[[-3]]\",\n    \"shear:[[13,1]]\",\n    \"brightness:[[2]]\",\n    \"exposure:[[-6]]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[0]\",\n    \"rotate:[5]\",\n    \"shear:[0,20]\",\n    \"hue:[167]\",\n    \"saturation:[19]\",\n    \"brightness:[63]\",\n    \"exposure:[-1]\",\n    \"mosaic:[55,74,[[0.463513,0.073605],[0.882031,0.755523],[0.350596,0.062861],[0.528899,0.338174]]]\"\n]",
    "updated": 1687999867513,
    "updatedDate": "Aug 2, 55460",
    "updatedTime": "12:05PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "BBHiV8KXFEnP5UyzKy3L/1"
    ],
    "width": 250
}

Annotation Data

{
    "boxes": [
        {
            "label": "normal kidney",
            "x": 68.5,
            "y": 110,
            "width": 137,
            "height": 150
        }
    ],
    "height": 250,
    "key": "normal kidney (1).jpg",
    "width": 250
}

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