Dataset Versions

v8

2022-10-26 4:26pm

Generated on Oct 26, 2022

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Dataset Split

Train Set 87%
723Images
Valid Set 8%
69Images
Test Set 4%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 5px

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Vineyard
Annotate
seasonal-workers-vanuatu.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
vineyard-objects

CLASSES

LAYERS

 
person
31

Unused Classes

post
shoot
trunk

Tags

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

Attributes

seasonal-workers-vanuatu.jpg

416x416
0.17MP

Updated Oct 26, 2022

3:26AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fit (black edges) in 416x416
Auto-Adjust Contrast Adaptive Equalization
Flip Horizontal
Rotation
Shear X: -8°
Y: -6°
Saturation 20%
Brightness -11%
Blur 0.25px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "post": 1115,
        "person": 282,
        "shoot": 687,
        "trunk": 1439
    },
    "datasets": [
        "rCUqFOTO2qZdJ0sr4DC3"
    ],
    "destination": "c0e993b24f98c1f12ab70ed2c4af3574",
    "height": 416,
    "id": "dWsEQc1W1u1lS6kRdV7H",
    "label": [],
    "labels": [],
    "name": "seasonal-workers-vanuatu.jpg",
    "numSteps": 9,
    "owner": "ykAKBReS1vQx6qmgLdKdb2394Qi1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit (black edges) in\",416,416]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[\"horizontal\"]",
        "rotate:[5]",
        "shear:[-8,-6]",
        "saturation:[20]",
        "brightness:[-11]",
        "blur:[0.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 416x416"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "5°"
        },
        {
            "name": "Shear",
            "value": "X: -8°<br/>Y: -6°"
        },
        {
            "name": "Saturation",
            "value": "20%"
        },
        {
            "name": "Brightness",
            "value": "-11%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        }
    ],
    "source": "dWsEQc1W1u1lS6kRdV7H",
    "split": "train",
    "split.rCUqFOTO2qZdJ0sr4DC3.8": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit (black edges) in\\\",416,416]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[5]\",\n    \"shear:[-8,-6]\",\n    \"saturation:[20]\",\n    \"brightness:[-11]\",\n    \"blur:[0.25]\"\n]",
    "updated": {
        "_seconds": 1666754818,
        "_nanoseconds": 837000000
    },
    "updatedDate": "Oct 26, 2022",
    "updatedTime": "3:26AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "rCUqFOTO2qZdJ0sr4DC3/8"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "person",
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            "y": 245.03804336093125,
            "width": 65.98360509460917,
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        },
        {
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            "width": 59.49593832863434,
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        },
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        },
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        },
        {
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        {
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        }
    ],
    "height": 416,
    "key": "seasonal-workers-vanuatu.jpg",
    "width": 416
}

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