Dataset Versions

v3

2024-10-11 2:57pm

Generated on Oct 11, 2024

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Dataset Split

Train Set 81%
176Images
Valid Set 12%
26Images
Test Set 7%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 800x800

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Screws
Annotate
52fa626d-IMG_20231202_094412.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
screw

CLASSES

LAYERS

 
philips
1

Unused Classes

Slotted
allen
hexagonal
screw
torx

Tags

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

Attributes

52fa626d-IMG_20231202_094412.jpg

600x800
0.48MP

Updated Oct 11, 2024

2:57PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fit within 800x800
90° Rotate Applied
Saturation 22%
Brightness 7%
Exposure 9%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "allen": 102,
        "Slotted": 60,
        "torx": 61,
        "philips": 102,
        "hexagonal": 123
    },
    "datasets": [
        "rc4FEBUrLxImpju8JIAc"
    ],
    "destination": "57fbe33c8dcb53bb95b0e601968efc86",
    "height": 800,
    "id": "nxBduy6ZYzEAN4i5N4YU",
    "label": [],
    "labels": [],
    "name": "52fa626d-IMG_20231202_094412.jpg",
    "numSteps": 6,
    "owner": "4YS0JSm5yTR0MNRlWLSxavuMsJq1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit within\",800,800]",
        "ninety:[0]",
        "saturation:[22]",
        "brightness:[7]",
        "exposure:[9]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit within 800x800"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "22%"
        },
        {
            "name": "Brightness",
            "value": "7%"
        },
        {
            "name": "Exposure",
            "value": "9%"
        }
    ],
    "source": "nxBduy6ZYzEAN4i5N4YU",
    "split": "train",
    "split.rc4FEBUrLxImpju8JIAc.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit within\\\",800,800]\",\n    \"ninety:[0]\",\n    \"saturation:[22]\",\n    \"brightness:[7]\",\n    \"exposure:[9]\"\n]",
    "updated": {
        "_seconds": 1728658657,
        "_nanoseconds": 94000000
    },
    "updatedDate": "Oct 11, 2024",
    "updatedTime": "2:57PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "rc4FEBUrLxImpju8JIAc/3"
    ],
    "width": 600
}
{
    "boxes": [
        {
            "label": "philips",
            "x": 280,
            "y": 440,
            "width": 44,
            "height": 41
        }
    ],
    "height": 800,
    "key": "52fa626d-IMG_20231202_094412_jpg.rf.cfdaafbdd68e689a62f30757bf14f5b2.jpg",
    "width": 600
}

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