Dataset Versions

v2

6Augmentations

Generated on Mar 4, 2024

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Dataset Split

Train Set 95%
17150Images
Valid Set 3%
519Images
Test Set 2%
313Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px

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Small Labelled Testing Set
Annotate
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valid
Labels
Attributes
Raw Data

Annotations

Group:
Waste-Trash-Litter-Garabage

CLASSES

LAYERS

 
paper_cup
1

Unused Classes

can_food
can_soda
glass_bottle
glass_jar
paper_carton
plastic_bottle
trash_bag
trash_dental
trash_scraps

Tags

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

Attributes

102.jpg

640x640
0.41MP

Updated Oct 23, 56143

8:34AM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "can_food": 345,
        "can_soda": 339,
        "glass_bottle": 408,
        "glass_jar": 343,
        "paper_carton": 484,
        "paper_cup": 337,
        "plastic_bottle": 511,
        "trash_bag": 368,
        "trash_dental": 572,
        "trash_scraps": 412
    },
    "datasets": [
        "aNjNCyk2Q0aXrqhuoC2J"
    ],
    "destination": "2543eb6e77b6debbabb2b9bb99d6387d",
    "height": 640,
    "id": "7b4AS0o9UjAW4xNC3Fy3",
    "label": [],
    "labels": [],
    "name": "102.jpg",
    "numSteps": 2,
    "owner": "UQKgbwwbFUURNTBFxH9mlIMSlXi2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "7b4AS0o9UjAW4xNC3Fy3",
    "split": "valid",
    "split.aNjNCyk2Q0aXrqhuoC2J.1": "valid",
    "split.aNjNCyk2Q0aXrqhuoC2J.2": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1709560283643,
    "updatedDate": "Oct 23, 56143",
    "updatedTime": "8:34AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "aNjNCyk2Q0aXrqhuoC2J/1",
        "aNjNCyk2Q0aXrqhuoC2J/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "paper_cup",
            "x": 203,
            "y": 465.5,
            "width": 377,
            "height": 349
        }
    ],
    "height": 640,
    "key": "102_jpg.rf.6f79e102c9d39d01ef792e8e6bb4c49d.jpg",
    "width": 640
}

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