Dataset Versions

v1

2024-10-11 5:29am

Generated on Oct 11, 2024

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Dataset Split

Train Set 82%
578Images
Valid Set 12%
85Images
Test Set 6%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x480

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Hue: Between -6° and +6°
Saturation: Between -7% and +7%
Brightness: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 5% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 5% Maximum Zoom
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Exposure: Between -10% and +10%

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Gauge v5
Annotate
20240819_174603-0-.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Object-Detection-CgHt-QCaG

CLASSES

LAYERS

 
ArUCO
1

Unused Classes

Base
Closed-Lever
Open-Lever
Tip

Tags

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

Attributes

20240819_174603-0-.jpg

360x480
0.17MP

Updated Oct 11, 2024

5:29AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Applied Per Bounding Box
Resize Fit within 640x480
90° Rotate Applied Per Bounding Box
Rotation Applied Per Bounding Box
Exposure Applied Per Bounding Box
Flip Horizontal
Hue
Saturation -3%
Brightness 4%
Blur 0px
Noise 3.55%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Open-Lever": 80,
        "Closed-Lever": 56,
        "ArUCO": 187,
        "Tip": 137,
        "Base": 137
    },
    "datasets": [
        "qrevs4hXezmJBY4mewrq"
    ],
    "destination": "51c6201784c609ca06fa3efa4b504cf8",
    "height": 480,
    "id": "9aUs96aEt92GRhQIpN3O",
    "label": [],
    "labels": [],
    "name": "20240819_174603-0-.jpg",
    "numSteps": 12,
    "owner": "ynKVdjPNvqP5ZOBRv7uxfaWPUBy1",
    "preprocessing": [
        "auto-orient",
        "crop:[[96,0.377392,0.176538]]",
        "resize:[\"Fit within\",640,480]",
        "ninety:[[90]]",
        "rotate:[[3]]",
        "exposure:[[4]]",
        "flip:[\"horizontal\"]",
        "hue:[3]",
        "saturation:[-3]",
        "brightness:[4]",
        "blur:[0]",
        "noise:[3.55,667203]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Resize",
            "value": "Fit within 640x480"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Hue",
            "value": "3°"
        },
        {
            "name": "Saturation",
            "value": "-3%"
        },
        {
            "name": "Brightness",
            "value": "4%"
        },
        {
            "name": "Blur",
            "value": "0px"
        },
        {
            "name": "Noise",
            "value": "3.55%"
        }
    ],
    "source": "9aUs96aEt92GRhQIpN3O",
    "split": "train",
    "split.qrevs4hXezmJBY4mewrq.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[[96,0.377392,0.176538]]\",\n    \"resize:[\\\"Fit within\\\",640,480]\",\n    \"ninety:[[90]]\",\n    \"rotate:[[3]]\",\n    \"exposure:[[4]]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"hue:[3]\",\n    \"saturation:[-3]\",\n    \"brightness:[4]\",\n    \"blur:[0]\",\n    \"noise:[3.55,667203]\"\n]",
    "updated": {
        "_seconds": 1728624549,
        "_nanoseconds": 202000000
    },
    "updatedDate": "Oct 11, 2024",
    "updatedTime": "5:29AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "qrevs4hXezmJBY4mewrq/1"
    ],
    "width": 360
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "ArUCO",
            "x": 99.0445145,
            "y": 225.666552,
            "width": 64.08902900000001,
            "height": 48.66689600000001,
            "points": [
                [
                    67,
                    209.444365
                ],
                [
                    67,
                    248.162757
                ],
                [
                    94.402674,
                    249.59887
                ],
                [
                    108.588747,
                    250
                ],
                [
                    130.991282,
                    250
                ],
                [
                    131.089029,
                    248.134856
                ],
                [
                    130.839022,
                    202.080679
                ],
                [
                    116.574443,
                    201.333104
                ],
                [
                    67.693289,
                    202.259303
                ],
                [
                    67,
                    209.444365
                ]
            ]
        }
    ],
    "height": 480,
    "key": "20240819_174603(0).jpg",
    "width": 360
}

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