Dataset Versions

v3

2021-12-31 4:17pm

Generated on Dec 31, 2021

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Dataset Split

Train Set 87%
1017Images
Valid Set 8%
99Images
Test Set 4%
49Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Hue: Between -36° and +36°
Saturation: Between -40% and +40%
Brightness: Between -24% and +24%
Exposure: Between -8% and +8%
Bounding Box: Blur: Up to 2.5px
Dosh Project 2
Annotate
DJI_20211108104244_0066_Z.JPG
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train
Labels
Attributes
Raw Data

Annotations

Group:
SafetyHarness

CLASSES

LAYERS

 
SafetyHarness
1

Tags

No Tags Applied
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Attributes

DJI_20211108104244_0066_Z.JPG

416x416
0.17MP

Updated Dec 31, 2021

8:18AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 45.717593% to 51.176698%
Y: 27.726337% to 44.855967%
Select annotation #1
Crop Keep 96%
Centered on 63%, 49%
Resize Stretch to 416x416
Auto-Adjust Contrast Contrast Stretching
Blur Applied Per Bounding Box
Flip Horizontal
90° Rotate Applied
Hue 31°
Saturation 29%
Brightness -10%
Exposure 3%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "1rEBM9R6u7vJu6rJS2RE"
    ],
    "destination": "afe62a9475636e5b20972855d4b6566b",
    "height": 416,
    "id": "Ms1gSnkAIJAlgSCjtI1r",
    "label": [],
    "labels": [],
    "name": "DJI_20211108104244_0066_Z.JPG",
    "numSteps": 13,
    "owner": "nKd9KMqw4DM4cJ6kUxTGfkd91j02",
    "preprocessing": [
        "auto-orient",
        "static-crop:[\"45.717593\",\"51.176698\",\"27.726337\",\"44.855967\"]",
        "select-annotation:[0]",
        "crop:[96,0.634219,0.492834]",
        "resize:[\"Stretch to\",416,416]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "blur:[[0.75]]",
        "flip:[\"horizontal\"]",
        "ninety:[180]",
        "hue:[31]",
        "saturation:[29]",
        "brightness:[-10]",
        "exposure:[3]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 45.717593% to 51.176698%<br/>Y: 27.726337% to 44.855967%"
        },
        {
            "value": "Select annotation #1"
        },
        {
            "name": "Crop",
            "value": "Keep 96%<br />Centered on 63%, 49%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "31°"
        },
        {
            "name": "Saturation",
            "value": "29%"
        },
        {
            "name": "Brightness",
            "value": "-10%"
        },
        {
            "name": "Exposure",
            "value": "3%"
        }
    ],
    "source": "Ms1gSnkAIJAlgSCjtI1r",
    "split": "train",
    "split.1rEBM9R6u7vJu6rJS2RE.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[\\\"45.717593\\\",\\\"51.176698\\\",\\\"27.726337\\\",\\\"44.855967\\\"]\",\n    \"select-annotation:[0]\",\n    \"crop:[96,0.634219,0.492834]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"blur:[[0.75]]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[180]\",\n    \"hue:[31]\",\n    \"saturation:[29]\",\n    \"brightness:[-10]\",\n    \"exposure:[3]\"\n]",
    "updated": {
        "_seconds": 1640938682,
        "_nanoseconds": 34000000
    },
    "updatedDate": "Dec 31, 2021",
    "updatedTime": "8:18AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "1rEBM9R6u7vJu6rJS2RE/3"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "SafetyHarness",
            "x": 208.5,
            "y": 207.5,
            "width": 415,
            "height": 415
        }
    ],
    "height": 416,
    "key": "DJI_20211108104244_0066_Z.JPG",
    "width": 416
}

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