Dataset Versions

v1

2024-11-13 6:07pm

Generated on Nov 13, 2024

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Dataset Split

Train Set 88%
4800Images
Valid Set 8%
440Images
Test Set 4%
229Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 540x540

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -7° and +7°
Brightness: Between -7% and +7%
Noise: Up to 0.1% of pixels
breast cancer
Annotate
mdb315ll.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
cancer

CLASSES

LAYERS

 
Breast cancer detection - v1 2024-10-08 11-40am
1

Unused Classes

Cancer

Tags

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

Attributes

mdb315ll.jpg

540x540
0.29MP

Updated Nov 13, 2024

6:07PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 540x540
Flip Horizontal
Rotation -5°
Brightness 6%
Noise 0.09%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Breast cancer detection - v1 2024-10-08 11:40am": 2349
    },
    "datasets": [
        "hQVi4PudmU68f2I8ch1A"
    ],
    "destination": "3e2f540697cd736a87b1a5c7cc1c7021",
    "height": 540,
    "id": "2ZPgcTS7o31zlukVGtvw",
    "label": [],
    "labels": [],
    "name": "mdb315ll.jpg",
    "numSteps": 6,
    "owner": "XRGlqiiRVyMTmh6gE6Vj59Zhr4c2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",540,540]",
        "flip:[\"horizontal\"]",
        "rotate:[-5]",
        "brightness:[6]",
        "noise:[0.09,393954]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 540x540"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-5°"
        },
        {
            "name": "Brightness",
            "value": "6%"
        },
        {
            "name": "Noise",
            "value": "0.09%"
        }
    ],
    "source": "2ZPgcTS7o31zlukVGtvw",
    "split": "train",
    "split.hQVi4PudmU68f2I8ch1A.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",540,540]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[-5]\",\n    \"brightness:[6]\",\n    \"noise:[0.09,393954]\"\n]",
    "updated": {
        "_seconds": 1731521279,
        "_nanoseconds": 516000000
    },
    "updatedDate": "Nov 13, 2024",
    "updatedTime": "6:07PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "hQVi4PudmU68f2I8ch1A/1"
    ],
    "width": 540
}
{
    "boxes": [
        {
            "label": "Breast cancer detection - v1 2024-10-08 11-40am",
            "x": 346,
            "y": 135,
            "width": 68,
            "height": 87
        }
    ],
    "height": 540,
    "key": "mdb315ll_jpg.rf.bfb8e0c3c8da9ce1481eb5733f19acc7.jpg",
    "width": 540
}

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