Dataset Versions

v1

2022-11-15 12:55pm

Generated on Nov 15, 2022

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Dataset Split

Train Set 88%
1622Images
Valid Set 8%
154Images
Test Set 4%
77Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
UAVVaste_official
Annotate
batch_02_img_360.jpg
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train
Labels
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Raw Data

Annotations

Group:
waste

CLASSES

LAYERS

 
waste
1

Unused Classes

rubbish

Tags

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

Attributes

batch_02_img_360.jpg

640x640
0.41MP

Updated Nov 15, 2022

11:55AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Modify Classes Applied
90° Rotate Applied Per Bounding Box
Rotation Applied Per Bounding Box

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "rubbish": 3716
    },
    "datasets": [
        "ypSqMeuwdnoFnNjoLuP1"
    ],
    "destination": "e69fd4af4ea8fe8b57236fb0a3390b00",
    "height": 640,
    "id": "Gtu7yWUYk0nATxZqstOf",
    "label": [],
    "labels": [],
    "name": "batch_02_img_360.jpg",
    "numSteps": 5,
    "owner": "DzjGqNb7QJIwLTbYXak2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "remap:[\"43f39c3701e772d46160962aa5f8861f\"]",
        "ninety:[[-90]]",
        "rotate:[[-13]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        }
    ],
    "source": "Gtu7yWUYk0nATxZqstOf",
    "split": "train",
    "split.ypSqMeuwdnoFnNjoLuP1.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"remap:[\\\"43f39c3701e772d46160962aa5f8861f\\\"]\",\n    \"ninety:[[-90]]\",\n    \"rotate:[[-13]]\"\n]",
    "updated": {
        "_seconds": 1668513324,
        "_nanoseconds": 831000000
    },
    "updatedDate": "Nov 15, 2022",
    "updatedTime": "11:55AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "ypSqMeuwdnoFnNjoLuP1/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "waste",
            "x": 604.5582294999999,
            "y": 548.2182675,
            "width": 70.88354100000004,
            "height": 19.56346499999995,
            "points": [
                [
                    640,
                    547.982975
                ],
                [
                    605.330502,
                    539.447016
                ],
                [
                    575.76296,
                    538.436535
                ],
                [
                    569.116459,
                    542.755804
                ],
                [
                    635.146327,
                    558
                ],
                [
                    638.155704,
                    558
                ],
                [
                    640,
                    550.011476
                ],
                [
                    640,
                    547.982975
                ]
            ]
        }
    ],
    "height": 640,
    "key": "batch_02_img_360.jpg",
    "width": 640
}

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