Dataset Versions

v1

2021-12-19 5:39pm

Generated on Dec 19, 2021

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Dataset Split

Train Set 88%
147Images
Valid Set 8%
14Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -30% and +30%
Blur: Up to 1.5px
Noise: Up to 5% of pixels
VEHİCLES
Annotate
DJI_0100.JPG
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
VEHCLES

CLASSES

LAYERS

 
araba
5
 
minibus
1
 
minivan
7
 
otobus
1

Unused Classes

boş
minibüs
otobüs-minibüs

Tags

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

Attributes

DJI_0100.JPG

416x416
0.17MP

Updated Dec 19, 2021

2:39PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 416x416
Flip Vertical
Rotation -4°
Shear X: 4°
Y: -2°
Brightness -15%
Blur 0.5px
Noise 3%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "NNHH3whSw0mXrV8LiY5H"
    ],
    "destination": "3027ea01db7ed9e7332d16cafe01dfcb",
    "height": 416,
    "id": "0Bew51lq4kqEFk3E4n40",
    "label": [],
    "labels": [],
    "name": "DJI_0100.JPG",
    "numSteps": 8,
    "owner": "WUgqMheryyWCepRMkLbgxPNI5Ni1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "flip:[\"vertical\"]",
        "rotate:[-4]",
        "shear:[4,-2]",
        "brightness:[-15]",
        "blur:[0.5]",
        "noise:[3,979980]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Rotation",
            "value": "-4°"
        },
        {
            "name": "Shear",
            "value": "X: 4°<br/>Y: -2°"
        },
        {
            "name": "Brightness",
            "value": "-15%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "3%"
        }
    ],
    "source": "0Bew51lq4kqEFk3E4n40",
    "split": "train",
    "split.NNHH3whSw0mXrV8LiY5H.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"rotate:[-4]\",\n    \"shear:[4,-2]\",\n    \"brightness:[-15]\",\n    \"blur:[0.5]\",\n    \"noise:[3,979980]\"\n]",
    "updated": {
        "_seconds": 1639924793,
        "_nanoseconds": 133000000
    },
    "updatedDate": "Dec 19, 2021",
    "updatedTime": "2:39PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "NNHH3whSw0mXrV8LiY5H/1"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "minivan",
            "x": 298.93560893531134,
            "y": 273.0964543602927,
            "width": 12.628431975600051,
            "height": 27.139632641629078
        },
        {
            "label": "minivan",
            "x": 316.96968571355575,
            "y": 231.37536934438012,
            "width": 10.488780425466643,
            "height": 21.11636053469084
        },
        {
            "label": "araba",
            "x": 324.3408356833113,
            "y": 182.7764628898929,
            "width": 11.581881458888802,
            "height": 25.12799658815993
        },
        {
            "label": "araba",
            "x": 312.75937227906684,
            "y": 179.4102775047874,
            "width": 9.465505167111132,
            "height": 20.10472448122175
        },
        {
            "label": "minivan",
            "x": 356.4684315496223,
            "y": 166.39829115214766,
            "width": 10.512055683822155,
            "height": 22.11636053469084
        },
        {
            "label": "minivan",
            "x": 318.9796511241557,
            "y": 145.8288251305038,
            "width": 10.558606200533404,
            "height": 24.11636053469084
        },
        {
            "label": "araba",
            "x": 277.0889883878448,
            "y": 387.3815376702853,
            "width": 10.512055683822268,
            "height": 22.116360534690784
        },
        {
            "label": "minibus",
            "x": 360.61846656500006,
            "y": 108.3342928580677,
            "width": 10.512055683822155,
            "height": 22.11636053469084
        },
        {
            "label": "araba",
            "x": 243.44264796340002,
            "y": 37.67825703374697,
            "width": 13.488780425466643,
            "height": 21.15126869509811
        },
        {
            "label": "minivan",
            "x": 265.3795110626448,
            "y": 378.5153522851798,
            "width": 12.581881458888915,
            "height": 25.139632641629078
        },
        {
            "label": "araba",
            "x": 331.9538675379333,
            "y": 15.642648274998436,
            "width": 11.53533094217778,
            "height": 23.12799658815993
        },
        {
            "label": "minivan",
            "x": 281.98341361595584,
            "y": 339.81172134947076,
            "width": 10.488780425466643,
            "height": 21.116360534690784
        },
        {
            "label": "otobus",
            "x": 274.820486807467,
            "y": 332.89317372375444,
            "width": 14.651707233955676,
            "height": 28.162904748567144
        },
        {
            "label": "minivan",
            "x": 300.32006875282246,
            "y": 311.09063633355817,
            "width": 11.581881458888915,
            "height": 25.12799658815993
        }
    ],
    "height": 416,
    "key": "DJI_0100.JPG",
    "width": 416
}

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