Dataset Versions

v3

2023-01-24 7:33pm

Generated on Jan 24, 2023

Dataset Split

Train Set 70%
3934Images
Valid Set 20%
1120Images
Test Set 10%
559Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
90° Rotate: Clockwise, Counter-Clockwise

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Brain Cancer Detection - MRI Images
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Tr-pi_0813.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
brain-cancer

CLASSES

 
pituitary
0

Unused Classes

glioma
meningioma
notumor

Tags

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Attributes

Tr-pi_0813.jpg

640x640
0.41MP

Updated Jan 24, 2023

8:33AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
90° Rotate Applied

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "meningioma": 1333,
        "pituitary": 1445,
        "glioma": 1321,
        "notumor": 1514
    },
    "datasets": [
        "iFWouQ1B7dBnkkQ5tZFA"
    ],
    "destination": "23b68495103cfe8c0d697f4389ef8ca1",
    "height": 640,
    "id": "bmjDWymuR0khjTOdjCku",
    "label": [
        "pituitary"
    ],
    "labels": [
        "pituitary"
    ],
    "name": "Tr-pi_0813.jpg",
    "numSteps": 3,
    "owner": "2WmiUBLNTqgy6F8y2irspUsmzMU2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[0]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "bmjDWymuR0khjTOdjCku",
    "split": "train",
    "split.iFWouQ1B7dBnkkQ5tZFA.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[0]\"\n]",
    "updated": {
        "_seconds": 1674549195,
        "_nanoseconds": 11000000
    },
    "updatedDate": "Jan 24, 2023",
    "updatedTime": "8:33AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "iFWouQ1B7dBnkkQ5tZFA/3"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "Tr-pi_0813.jpg",
    "width": 640
}
  1. 1
    glioma
  2. 2
    meningioma
  3. 3
    notumor
  4. 4
    pituitary
170%
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