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2023-05-22 12:24am
v5
·
2 years ago
2023-05-21 11:53pm
v2
·
2 years ago
2023-05-21 11:39pm
v1
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2 years ago
v2

2023-05-21 11:53pm

Generated on May 21, 2023
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5576 Total Images

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Dataset Split

Train Set 84%
4692Images
Valid Set 12%
664Images
Test Set 4%
220Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -7% and +0%
Noise: Up to 5% of pixels

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Labels
Attributes
Raw Data

Annotations

Group: trash
 
cardboard
1

Unused Classes

Mixed Plastics
cardboard-Carton
greasy-cardboard

Attributes

Carton_125.jpg

640x640
0.41MP

Updated Oct 23, 55355

4:24AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Tile Row: 1 of 2
Column: 1 of 2
Resize Stretch to 640x640
Grayscale Applied
90° Rotate Applied
Rotation -10°
Hue 18°
Saturation -7%
Brightness -3%
Noise 4.5%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "d9Uh2iO7i7FTqqTcxHu3"
    ],
    "destination": "95506cc3413dd2a5f6d1a0de6a4d1ebd",
    "height": 640,
    "id": "Cz0qT9Ks54Y1anomslWK",
    "label": [],
    "labels": [],
    "name": "Carton_125.jpg",
    "numSteps": 10,
    "owner": "ZCH46XAaWfXXp7JnevcCryuxbit1",
    "preprocessing": [
        "auto-orient",
        "tile:[0,0,2,2]",
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "ninety:[-90]",
        "rotate:[-10]",
        "hue:[18]",
        "saturation:[-7]",
        "brightness:[-3]",
        "noise:[4.5,46596]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-10°"
        },
        {
            "name": "Hue",
            "value": "18°"
        },
        {
            "name": "Saturation",
            "value": "-7%"
        },
        {
            "name": "Brightness",
            "value": "-3%"
        },
        {
            "name": "Noise",
            "value": "4.5%"
        }
    ],
    "source": "Cz0qT9Ks54Y1anomslWK",
    "split": "train",
    "split.d9Uh2iO7i7FTqqTcxHu3.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[0,0,2,2]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"ninety:[-90]\",\n    \"rotate:[-10]\",\n    \"hue:[18]\",\n    \"saturation:[-7]\",\n    \"brightness:[-3]\",\n    \"noise:[4.5,46596]\"\n]",
    "updated": 1684693398276,
    "updatedDate": "Oct 23, 55355",
    "updatedTime": "4:24AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "d9Uh2iO7i7FTqqTcxHu3/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "cardboard",
            "x": 283.8368105,
            "y": 315.747485,
            "width": 567.673621,
            "height": 631.49497,
            "points": [
                [
                    51.488118,
                    0
                ],
                [
                    0,
                    292.003627
                ],
                [
                    0,
                    588.511882
                ],
                [
                    243.769206,
                    631.49497
                ],
                [
                    532.714364,
                    565.669737
                ],
                [
                    567.673621,
                    531.942238
                ],
                [
                    532.433223,
                    32.521193
                ],
                [
                    347.996373,
                    0
                ],
                [
                    51.488118,
                    0
                ]
            ]
        }
    ],
    "height": 640,
    "key": "Carton_125_jpg.rf.55fdf063d44e01834e50f67f710e4e80.jpg",
    "width": 640
}

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