Dataset Versions

v10

2024-06-12 6:18pm

Generated on Jun 12, 2024

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Dataset Split

Train Set 100%
432Images
Valid Set %
0Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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multiplier1
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20240425_172318_d0_cam1_image1.png
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Labels
Attributes
Raw Data

Annotations

Group:
ring

CLASSES

LAYERS

 
ring
2

Tags

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Attributes

20240425_172318_d0_cam1_image1.png

640x640
0.41MP

Updated Jun 12, 2024

1:18PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 88%
Centered on 88%, 30%
Resize Stretch to 640x640
90° Rotate Applied
Rotation 13°
Shear X: 10°
Y: -4°
Hue
Saturation 7%
Brightness 7%
Exposure 5%
Blur 0.25px
Noise 0.04%

Annotation History

Loading...

Raw Data

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    "destination": "de3bd3da637a6c21234d6d77b3922fb1",
    "height": 640,
    "id": "hOYmcaKYiH5swvmeXgPB",
    "label": [],
    "labels": [],
    "name": "20240425_172318_d0_cam1_image1.png",
    "numSteps": 12,
    "owner": "uZ3Hb8DyejQYM6FEZtKyqGpywhz2",
    "preprocessing": [
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        "resize:[\"Stretch to\",640,640]",
        "ninety:[0]",
        "rotate:[13]",
        "shear:[10,-4]",
        "hue:[4]",
        "saturation:[7]",
        "brightness:[7]",
        "exposure:[5]",
        "blur:[0.25]",
        "noise:[0.04,74079]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 88%<br />Centered on 88%, 30%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "13°"
        },
        {
            "name": "Shear",
            "value": "X: 10°<br/>Y: -4°"
        },
        {
            "name": "Hue",
            "value": "4°"
        },
        {
            "name": "Saturation",
            "value": "7%"
        },
        {
            "name": "Brightness",
            "value": "7%"
        },
        {
            "name": "Exposure",
            "value": "5%"
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        {
            "name": "Blur",
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            "name": "Noise",
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    "status": "generated",
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    "updated": {
        "_seconds": 1718198299,
        "_nanoseconds": 896000000
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    "updatedDate": "Jun 12, 2024",
    "updatedTime": "1:18PM",
    "updatedTimezone": "+00:00",
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