Dataset Versions

v4

bottle

Generated on Jul 11, 2024

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Dataset Split

Train Set 99%
13266Images
Valid Set 1%
127Images
Test Set 0%
55Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Grayscale: Apply to 15% of images
Noise: Up to 1.84% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Noise: Up to 1.45% of pixels

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5.1k images 2 models
Recycle
Annotate
Glass440.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
1234

CLASSES

LAYERS

 
Glass bottle
1

Unused Classes

AAST_2024_Plastic - v1 2023-09-14 2:23pm
Aluminium can
Gable Top
Milk Gallon
Plastic
Tetrapack
bottle
object

Tags

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

Attributes

Glass440.jpg

640x640
0.41MP

Updated Jul 11, 2024

3:25PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 100%
Centered on 89%, 83%
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
Flip Applied Per Bounding Box
Noise Applied Per Bounding Box
Noise 0.92%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Aluminium can": 974,
        "Milk Gallon": 1037,
        "Glass bottle": 1237,
        "Plastic": 1412,
        "Tetrapack": 566,
        "Gable Top": 206,
        "object": 1
    },
    "datasets": [
        "8kZyc4VJ99gOkcnAba1D"
    ],
    "destination": "8304e2cd7247edcb340ece2369a5757e",
    "height": 640,
    "id": "x7nLz78KiMolM4WBJMoQ",
    "label": [],
    "labels": [],
    "name": "Glass440.jpg",
    "numSteps": 7,
    "owner": "RwuCNYxKfiX7Mlwbw73x",
    "preprocessing": [
        "auto-orient",
        "crop:[100,0.893262,0.828361]",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[[\"horizontal\"]]",
        "noise:[[0.64,994493]]",
        "noise:[0.92,671401]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 100%<br />Centered on 89%, 83%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "0.92%"
        }
    ],
    "source": "x7nLz78KiMolM4WBJMoQ",
    "split": "train",
    "split.8kZyc4VJ99gOkcnAba1D.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[100,0.893262,0.828361]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[[\\\"horizontal\\\"]]\",\n    \"noise:[[0.64,994493]]\",\n    \"noise:[0.92,671401]\"\n]",
    "updated": {
        "_seconds": 1720711554,
        "_nanoseconds": 123000000
    },
    "updatedDate": "Jul 11, 2024",
    "updatedTime": "3:25PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "8kZyc4VJ99gOkcnAba1D/4"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Glass bottle",
            "x": 424,
            "y": 247.5,
            "width": 392.125,
            "height": 488.875
        }
    ],
    "height": 640,
    "key": "Glass440.jpg",
    "width": 640
}

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