Dataset Versions

v4

2023-05-05 4:52pm

Generated on May 5, 2023

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Dataset Split

Train Set 78%
108Images
Valid Set 13%
18Images
Test Set 9%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%

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Labels
Attributes
Raw Data

Annotations

Group:
empty-shelf

CLASSES

LAYERS

 
empty-shelf
2

Unused Classes

misplaced

Tags

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Attributes

train_6630.jpg

640x640
0.41MP

Updated May 5, 2023

11:21AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Vertical
Shear X: -7°
Y: 0°
Grayscale Applied
Hue -24°
Brightness 15%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "empty-shelf": 148,
        "misplaced": 6
    },
    "datasets": [
        "uyadH6ID4Lw30MXodoa0"
    ],
    "destination": "2ad66bd0c24a01fb2da3790520b20b67",
    "height": 640,
    "id": "o5guuU0EbSXSouUz2xdA",
    "label": [],
    "labels": [],
    "name": "train_6630.jpg",
    "numSteps": 7,
    "owner": "RERQMc0hEARnuETkQamyB67TKmT2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"vertical\"]",
        "shear:[-7,0]",
        "grayscale",
        "hue:[-24]",
        "brightness:[15]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Shear",
            "value": "X: -7°<br/>Y: 0°"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "-24°"
        },
        {
            "name": "Brightness",
            "value": "15%"
        }
    ],
    "source": "o5guuU0EbSXSouUz2xdA",
    "split": "train",
    "split.uyadH6ID4Lw30MXodoa0.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"shear:[-7,0]\",\n    \"grayscale\",\n    \"hue:[-24]\",\n    \"brightness:[15]\"\n]",
    "updated": {
        "_seconds": 1683285711,
        "_nanoseconds": 133000000
    },
    "updatedDate": "May 5, 2023",
    "updatedTime": "11:21AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "uyadH6ID4Lw30MXodoa0/4"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "empty-shelf",
            "x": 200.15539759765556,
            "y": 327.5,
            "width": 21.42614071475441,
            "height": 35
        },
        {
            "label": "empty-shelf",
            "x": 238.21651791400217,
            "y": 326,
            "width": 17.620539133021282,
            "height": 27.5
        }
    ],
    "height": 640,
    "key": "train_6630.jpg",
    "width": 640
}

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