Dataset Versions

v1

yolo5v1

Generated on Apr 21, 2024

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Dataset Split

Train Set 87%
8459Images
Valid Set 8%
811Images
Test Set 4%
400Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°

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cell_death_morphologies
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Labels
Attributes
Raw Data

Annotations

Group:
cell-death

CLASSES

LAYERS

Unused Classes

apoptotic blue condensed nucleus
apoptotic blue fragment nucleus
apoptotic green condensed nucleus
apoptotic green fragment nucleus
live nucleus
necrotic nucleus

Tags

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

Attributes

20210311_nognp_30gy_24h-3.png

640x640
0.41MP

Updated Nov 30, 56274

8:48AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "apoptotic blue condensed nucleus": 6585,
        "apoptotic blue fragment nucleus": 11394,
        "apoptotic green condensed nucleus": 6594,
        "apoptotic green fragment nucleus": 5127,
        "live nucleus": 27285,
        "necrotic nucleus": 14107
    },
    "datasets": [
        "vGkD4rO7kBUScz10CDCw"
    ],
    "destination": "c78644912f6360c433c1752a2f3316ba",
    "height": 640,
    "id": "uSEjOhaWU1i7UdmvvLOt",
    "label": [],
    "labels": [],
    "name": "20210311_nognp_30gy_24h-3.png",
    "numSteps": 2,
    "owner": "6tubY3QYrodNpSDcfpospzIWZZv1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "uSEjOhaWU1i7UdmvvLOt",
    "split": "train",
    "split.vGkD4rO7kBUScz10CDCw.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1713697548494,
    "updatedDate": "Nov 30, 56274",
    "updatedTime": "8:48AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "vGkD4rO7kBUScz10CDCw/1"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "20210311_nognp_30gy_24h 3.png",
    "width": 640
}

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