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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00_1_20240528_102829_393_1.jpg
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Annotations

Group:
ring

CLASSES

LAYERS

 
ring
2

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Attributes

00_1_20240528_102829_393_1.jpg

640x640
0.41MP

Updated Jun 12, 2024

1:18PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 93%
Centered on 73%, 53%
Resize Stretch to 640x640
Flip Vertical
90° Rotate Applied
Rotation -6°
Shear X: 5°
Y: 7°
Grayscale Applied
Hue -2°
Saturation -15%
Brightness 6%
Exposure -7%
Blur 0.5px
Noise 0.09%

Annotation History

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Raw Data

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    "height": 640,
    "id": "isHpzv6RqKpeMvpBmxJy",
    "label": [],
    "labels": [],
    "name": "00_1_20240528_102829_393_1.jpg",
    "numSteps": 14,
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        "saturation:[-15]",
        "brightness:[6]",
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        "blur:[0.5]",
        "noise:[0.09,463626]"
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    "preprocessingParsed": [
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        {
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        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-6°"
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        {
            "name": "Shear",
            "value": "X: 5°<br/>Y: 7°"
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        {
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        {
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    "updated": {
        "_seconds": 1718198299,
        "_nanoseconds": 924000000
    },
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    "updatedTime": "1:18PM",
    "updatedTimezone": "+00:00",
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