Dataset Versions

v2

2023-08-31 2:37pm

Generated on Aug 31, 2023

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Dataset Split

Train Set 82%
2098Images
Valid Set 12%
300Images
Test Set 6%
150Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
TACO
Annotate
000013.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
litter-waste

CLASSES

LAYERS

 
Glass bottle
2

Unused Classes

Aluminium foil
Broken glass
Cigarette
Clear plastic bottle
Corrugated carton
Disposable food container
Disposable plastic cup
Drink can
Metal bottle cap
Normal paper
Other carton
Other plastic
Other plastic wrapper
Paper cup
Plastic bottle cap
Plastic film
Plastic lid
Plastic straw
Pop tab
Single-use carrier bag
Styrofoam piece
Unlabeled litter

Tags

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

Attributes

000013.jpg

640x640
0.41MP

Updated Aug 31, 2023

9:08AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
Flip Horizontal
90° Rotate Applied

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Broken glass": 138,
        "Drink can": 229,
        "Glass bottle": 104,
        "Aluminium foil": 62,
        "Other plastic wrapper": 259,
        "Plastic lid": 77,
        "Styrofoam piece": 112,
        "Plastic film": 451,
        "Cigarette": 667,
        "Other plastic": 273,
        "Plastic straw": 157,
        "Pop tab": 99,
        "Disposable food container": 38,
        "Disposable plastic cup": 104,
        "Plastic bottle cap": 209,
        "Normal paper": 82,
        "Paper cup": 67,
        "Single-use carrier bag": 61,
        "Unlabeled litter": 1071,
        "Metal bottle cap": 80,
        "Other carton": 93,
        "Clear plastic bottle": 285,
        "Corrugated carton": 64
    },
    "datasets": [
        "N8vKV7Ez4KJiurw8Elrd"
    ],
    "destination": "271fbf5be8eccaef39c0bc428e6de584",
    "height": 640,
    "id": "az4VZykMFHqjfXUgI5Nr",
    "label": [],
    "labels": [],
    "name": "000013.jpg",
    "numSteps": 5,
    "owner": "9qKdNshRAAT2pt5bnvOB4fdtWL33",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[\"horizontal\"]",
        "ninety:[-90]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "az4VZykMFHqjfXUgI5Nr",
    "split": "train",
    "split.N8vKV7Ez4KJiurw8Elrd.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[-90]\"\n]",
    "updated": {
        "_seconds": 1693472932,
        "_nanoseconds": 210000000
    },
    "updatedDate": "Aug 31, 2023",
    "updatedTime": "9:08AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "N8vKV7Ez4KJiurw8Elrd/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "Glass bottle",
            "x": 357.7192985,
            "y": 272.48,
            "width": 21.403508999999985,
            "height": 28.80000000000001,
            "points": [
                [
                    350.175439,
                    279.84
                ],
                [
                    347.017544,
                    286.24
                ],
                [
                    354.736842,
                    286.88
                ],
                [
                    356.842105,
                    281.44
                ],
                [
                    359.649123,
                    277.12
                ],
                [
                    364.210526,
                    274.4
                ],
                [
                    368.421053,
                    264.8
                ],
                [
                    367.719298,
                    260.8
                ],
                [
                    357.192982,
                    258.08
                ],
                [
                    351.929825,
                    260.48
                ],
                [
                    351.578947,
                    266.72
                ],
                [
                    354.385965,
                    272.32
                ],
                [
                    356.842105,
                    275.68
                ],
                [
                    350.175439,
                    279.84
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Glass bottle",
            "x": 25.7894735,
            "y": 78.88,
            "width": 50.175439,
            "height": 21.439999999999998,
            "points": [
                [
                    17.54386,
                    73.44
                ],
                [
                    1.052632,
                    68.16
                ],
                [
                    0.701754,
                    87.84
                ],
                [
                    14.736842,
                    89.6
                ],
                [
                    29.473684,
                    87.36
                ],
                [
                    41.754386,
                    87.84
                ],
                [
                    50.877193,
                    87.68
                ],
                [
                    49.824561,
                    85.6
                ],
                [
                    22.105263,
                    77.12
                ],
                [
                    17.54386,
                    73.44
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000013.jpg",
    "width": 640
}

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