Dataset Versions

v5

2024-11-01 5:56pm

Generated on Nov 1, 2024

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Dataset Split

Train Set 87%
3054Images
Valid Set 8%
292Images
Test Set 4%
145Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Saturation: Between -10% and +10%
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 0.5% of pixels

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bottle_cap_sdp
Annotate
20241029_130712.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
bottle_cap

CLASSES

LAYERS

 
good_cap
1

Unused Classes

damaged_cap
misplaced_cap
no_cap
open_cap
wet_cap

Tags

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Type and select tags below to add them to the image.

Attributes

20241029_130712.jpg

2048x2048
4.19MP

Updated Nov 1, 2024

5:57PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Fit within 2048x2048
Rotation
Saturation -8%
Brightness -23%
Blur 0.25px
Noise 0.24%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "good_cap": 1655
    },
    "datasets": [
        "Y8KUVyUm0xaHiVCvXij9"
    ],
    "destination": "3becb7f8aee72e60c007929db8d032e2",
    "height": 2048,
    "id": "ZYxXRicGhm2H4fVK74tj",
    "label": [],
    "labels": [],
    "name": "20241029_130712.jpg",
    "numSteps": 6,
    "owner": "uSD95A8lSySAXgB8qM7R47arX6D2",
    "preprocessing": [
        "resize:[\"Fit within\",2048,2048]",
        "rotate:[2]",
        "saturation:[-8]",
        "brightness:[-23]",
        "blur:[0.25]",
        "noise:[0.24,726586]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Fit within 2048x2048"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Saturation",
            "value": "-8%"
        },
        {
            "name": "Brightness",
            "value": "-23%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Noise",
            "value": "0.24%"
        }
    ],
    "source": "ZYxXRicGhm2H4fVK74tj",
    "split": "train",
    "split.Y8KUVyUm0xaHiVCvXij9.5": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Fit within\\\",2048,2048]\",\n    \"rotate:[2]\",\n    \"saturation:[-8]\",\n    \"brightness:[-23]\",\n    \"blur:[0.25]\",\n    \"noise:[0.24,726586]\"\n]",
    "updated": {
        "_seconds": 1730483822,
        "_nanoseconds": 786000000
    },
    "updatedDate": "Nov 1, 2024",
    "updatedTime": "5:57PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Y8KUVyUm0xaHiVCvXij9/5"
    ],
    "width": 2048
}
{
    "boxes": [
        {
            "id": "1",
            "label": "good_cap",
            "x": 1086,
            "y": 1087,
            "width": 734,
            "height": 529
        }
    ],
    "height": 2048,
    "key": "20241029_130712.jpg",
    "width": 2048
}

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