Dataset Versions

v3

2023-07-13 1:29pm

Generated on Jul 13, 2023

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Dataset Split

Train Set 83%
696Images
Valid Set 11%
90Images
Test Set 6%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -20% and +20%
Completely Empty
Annotate
test2020_439.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
empty

CLASSES

LAYERS

 
empty
16

Unused Classes

100- O-O-S

Tags

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

Attributes

test2020_439.jpg

640x640
0.41MP

Updated Jul 13, 2023

10:29AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fit (black edges) in 640x640
Auto-Adjust Contrast Contrast Stretching
Modify Classes Applied
Brightness 2%

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "100- O-O-S": 2611,
        "empty": 148
    },
    "datasets": [
        "p7bMb22tD8huumOonC2c"
    ],
    "destination": "a11066f27a5389308ad390794365f059",
    "height": 640,
    "id": "CDzm8OR7ucuvGFL5owBb",
    "label": [],
    "labels": [],
    "name": "test2020_439.jpg",
    "numSteps": 5,
    "owner": "ra1KFlinCMeKkIzxzU2HuYm0Apo1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit (black edges) in\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "remap:[\"c064461f16d69ae23aa151e65e3af345\"]",
        "brightness:[2]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Brightness",
            "value": "2%"
        }
    ],
    "source": "CDzm8OR7ucuvGFL5owBb",
    "split": "train",
    "split.p7bMb22tD8huumOonC2c.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"remap:[\\\"c064461f16d69ae23aa151e65e3af345\\\"]\",\n    \"brightness:[2]\"\n]",
    "updated": {
        "_seconds": 1689244170,
        "_nanoseconds": 984000000
    },
    "updatedDate": "Jul 13, 2023",
    "updatedTime": "10:29AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "p7bMb22tD8huumOonC2c/3"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "empty",
            "x": 264,
            "y": 96,
            "width": 34,
            "height": 54
        },
        {
            "label": "empty",
            "x": 4,
            "y": 53,
            "width": 8,
            "height": 54
        },
        {
            "label": "empty",
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            "y": 158,
            "width": 20,
            "height": 44
        },
        {
            "label": "empty",
            "x": 300,
            "y": 230,
            "width": 60,
            "height": 58
        },
        {
            "label": "empty",
            "x": 226,
            "y": 279,
            "width": 29,
            "height": 53
        },
        {
            "label": "empty",
            "x": 129,
            "y": 322,
            "width": 22,
            "height": 49
        },
        {
            "label": "empty",
            "x": 573,
            "y": 75,
            "width": 39,
            "height": 46
        },
        {
            "label": "empty",
            "x": 578,
            "y": 124,
            "width": 37,
            "height": 54
        },
        {
            "label": "empty",
            "x": 388,
            "y": 98,
            "width": 42,
            "height": 48
        },
        {
            "label": "empty",
            "x": 564,
            "y": 230,
            "width": 60,
            "height": 64
        },
        {
            "label": "empty",
            "x": 604,
            "y": 236,
            "width": 29,
            "height": 61
        },
        {
            "label": "empty",
            "x": 592,
            "y": 282,
            "width": 49,
            "height": 39
        },
        {
            "label": "empty",
            "x": 476,
            "y": 300,
            "width": 35,
            "height": 45
        },
        {
            "label": "empty",
            "x": 484,
            "y": 364,
            "width": 52,
            "height": 77
        },
        {
            "label": "empty",
            "x": 404,
            "y": 348,
            "width": 47,
            "height": 80
        },
        {
            "label": "empty",
            "x": 4,
            "y": 544,
            "width": 8,
            "height": 66
        }
    ],
    "height": 640,
    "key": "test2020_439_jpg.rf.ecbfb3379db157a1931586c6c874a08d.jpg",
    "width": 640
}

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