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2022-09-20 7:25pm
v2
·
3 years ago
2022-09-18 3:13pm
v1
·
3 years ago
v1

2022-09-18 3:13pm

Generated on Sep 18, 2022
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2070 Total Images

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Dataset Split

Train Set 88%
1812Images
Valid Set 8%
172Images
Test Set 4%
86Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -20° and +20°
Noise: Up to 2% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Noise: Up to 2% of pixels

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trash_detection
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Attributes

a5822c11ee2f9fa12ade02d410ba0c2f.jpg

256x256
0.07MP

Updated Jun 17, 54685

4:07AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 256x256
Flip Applied Per Bounding Box
Rotation Applied Per Bounding Box
Noise Applied Per Bounding Box
Rotation 6°
Noise 1.75%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "8kXmKbkpBxD0M40IeTMJ"
    ],
    "destination": "ebfba25f91172ce37da6815c1502f23f",
    "height": 256,
    "id": "D7EJ5XAx0rtZBJAhcFeB",
    "label": [],
    "labels": [],
    "name": "a5822c11ee2f9fa12ade02d410ba0c2f.jpg",
    "numSteps": 7,
    "owner": "wc4dNsp3OeTXPwxsu5Y8tmeqNDf2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",256,256]",
        "flip:[[\"vertical\"],[\"both\"],[],[\"horizontal\"],[\"vertical\"]]",
        "rotate:[[-5],[4],[1],[-18],[15]]",
        "noise:[[1.25,452613],[1.25,912630],[1,642595],[1,880020],[1.5,28562]]",
        "rotate:[6]",
        "noise:[1.75,941678]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 256x256"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "6°"
        },
        {
            "name": "Noise",
            "value": "1.75%"
        }
    ],
    "source": "D7EJ5XAx0rtZBJAhcFeB",
    "split": "train",
    "split.8kXmKbkpBxD0M40IeTMJ.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",256,256]\",\n    \"flip:[[\\\"vertical\\\"],[\\\"both\\\"],[],[\\\"horizontal\\\"],[\\\"vertical\\\"]]\",\n    \"rotate:[[-5],[4],[1],[-18],[15]]\",\n    \"noise:[[1.25,452613],[1.25,912630],[1,642595],[1,880020],[1.5,28562]]\",\n    \"rotate:[6]\",\n    \"noise:[1.75,941678]\"\n]",
    "updated": 1663539221253,
    "updatedDate": "Jun 17, 54685",
    "updatedTime": "4:07AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "8kXmKbkpBxD0M40IeTMJ/1"
    ],
    "width": 256
}

Annotation Data

{
    "boxes": [
        {
            "label": "1",
            "x": 75,
            "y": 230.5,
            "width": 37,
            "height": 33
        },
        {
            "label": "1",
            "x": 71,
            "y": 248,
            "width": 20,
            "height": 16
        },
        {
            "label": "1",
            "x": 30,
            "y": 196,
            "width": 32,
            "height": 51
        },
        {
            "label": "1",
            "x": 50,
            "y": 184,
            "width": 34,
            "height": 38
        },
        {
            "label": "1",
            "x": 19,
            "y": 166,
            "width": 36,
            "height": 50
        }
    ],
    "height": 256,
    "key": "a5822c11ee2f9fa12ade02d410ba0c2f_jpg.rf.92733938cf8ba71997ea17d78d1237f6.jpg",
    "width": 256
}

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