Dataset Versions

v2

2023-11-07 11:06am

Generated on Nov 7, 2023

Dataset Split

Train Set 88%
63Images
Valid Set 3%
2Images
Test Set 10%
7Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -34° and +34°
Brightness: Between -40% and +40%
Exposure: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 6% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -34° and +34°
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 1.75px
Bounding Box: Noise: Up to 5% of pixels
Pregnancy_detection
Annotate
abnormal_4.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
normal-abnormal

CLASSES

LAYERS

 
normal
1

Unused Classes

abnormal

Tags

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

Attributes

abnormal_4.jpg

629x634
0.40MP

Updated Nov 7, 2023

5:36AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 43.554689% to 64.098463%
Y: 38.959643% to 67.868418%
Select annotation #1
Resize Stretch to 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "normal": 15,
        "abnormal": 15
    },
    "datasets": [
        "diRqDRyEwxobTh221J21"
    ],
    "destination": "ce061aa58b06b760e114ad1f5c933382",
    "height": 634,
    "id": "lUgvjmEkDL65JbQ5Ir43",
    "label": [],
    "labels": [],
    "name": "abnormal_4.jpg",
    "numSteps": 4,
    "owner": "aKnUazA8J2aaPVpy9JFVqAzxGgo2",
    "preprocessing": [
        "auto-orient",
        "static-crop:[\"43.554689\",\"64.098463\",\"38.959643\",\"67.868418\"]",
        "select-annotation:[0]",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 43.554689% to 64.098463%<br/>Y: 38.959643% to 67.868418%"
        },
        {
            "value": "Select annotation #1"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "lUgvjmEkDL65JbQ5Ir43",
    "split": "train",
    "split.diRqDRyEwxobTh221J21.1": "train",
    "split.diRqDRyEwxobTh221J21.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[\\\"43.554689\\\",\\\"64.098463\\\",\\\"38.959643\\\",\\\"67.868418\\\"]\",\n    \"select-annotation:[0]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1699335392,
        "_nanoseconds": 130000000
    },
    "updatedDate": "Nov 7, 2023",
    "updatedTime": "5:36AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "diRqDRyEwxobTh221J21/1",
        "diRqDRyEwxobTh221J21/2"
    ],
    "width": 629
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "normal",
            "x": 314,
            "y": 317,
            "width": 629,
            "height": 634,
            "points": [
                [
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                ],
                [
                    486.671571,
                    113.240219
                ],
                [
                    486.671571,
                    62.500536
                ],
                [
                    457.926889,
                    38.785089
                ],
                [
                    379.129715,
                    33.149126
                ],
                [
                    448.876299,
                    7.858021000000001
                ],
                [
                    373.286092,
                    0.051906999999999925
                ],
                [
                    288.209902,
                    33.149126
                ],
                [
                    201.108015,
                    31.276227
                ],
                [
                    3.7328849999999996,
                    113.240219
                ],
                [
                    0.2971710000000005,
                    357.2171
                ],
                [
                    184.31008,
                    253.749704
                ],
                [
                    234.703559,
                    312.295343
                ],
                [
                    293.496157,
                    366.938004
                ],
                [
                    264.100015,
                    343.519652
                ],
                [
                    183.184706,
                    399.622815
                ],
                [
                    197.290089,
                    591.109648
                ],
                [
                    270.025944,
                    540.385965
                ],
                [
                    629,
                    633.940806
                ],
                [
                    629,
                    605.623422
                ]
            ]
        }
    ],
    "height": 634,
    "key": "abnormal_4.jpg",
    "width": 629
}

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