Dataset Versions

v2

2024-07-31 7:33am

Generated on Jul 31, 2024

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Dataset Split

Train Set 88%
1290Images
Valid Set 8%
123Images
Test Set 4%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -29% and +29%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -27% and +27%

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KIAPI Box Detection
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000250.png
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test
Labels
Attributes
Raw Data

Annotations

Group:
green

CLASSES

LAYERS

 
green
1

Unused Classes

box
white

Tags

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

Attributes

000250.png

640x640
0.41MP

Updated Jul 31, 2024

7:33AM
GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient Applied
Resize Fill (with center crop) in 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "green": 321,
        "white": 292
    },
    "datasets": [
        "L4YBzxGFtOMzzzOP2xPT"
    ],
    "destination": "95be05516125f3b2f59c17195b4b862a",
    "height": 640,
    "id": "UDOmsu7lDyITBEfnAita",
    "label": [],
    "labels": [],
    "name": "000250.png",
    "numSteps": 2,
    "owner": "kpGhVeQEIszyVT5tSBuL",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fill (with center crop) in\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fill (with center crop) in 640x640"
        }
    ],
    "source": "UDOmsu7lDyITBEfnAita",
    "split": "test",
    "split.L4YBzxGFtOMzzzOP2xPT.1": "test",
    "split.L4YBzxGFtOMzzzOP2xPT.2": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fill (with center crop) in\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1722411209,
        "_nanoseconds": 234000000
    },
    "updatedDate": "Jul 31, 2024",
    "updatedTime": "7:33AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "L4YBzxGFtOMzzzOP2xPT/1",
        "L4YBzxGFtOMzzzOP2xPT/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "green",
            "x": 283.84000000000003,
            "y": 335.48,
            "width": 32.450000000000045,
            "height": 16.839999999999918
        }
    ],
    "height": 640,
    "key": "000250.png",
    "width": 640
}

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