Dataset Versions

v2

2022-09-14 7:36pm

Generated on Sep 14, 2022

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Dataset Split

Train Set 84%
27Images
Valid Set 6%
2Images
Test Set 9%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal

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машины
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images--3-.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
cars

CLASSES

LAYERS

 
cars
4

Tags

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

Attributes

images--3-.jpg

416x416
0.17MP

Updated Sep 14, 2022

2:42PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 416x416
Flip Applied Per Bounding Box
Shear X: 5°
Y: -15°
Exposure 9%
Noise 0.75%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "cars": 82
    },
    "datasets": [
        "BHC7yN3zGdWVvMiCosOb"
    ],
    "destination": "30cb59255e87a5baf0e327ff9325b494",
    "height": 416,
    "id": "4zSaBFkopsQBqX1E8xck",
    "label": [],
    "labels": [],
    "name": "images--3-.jpg",
    "numSteps": 6,
    "owner": "3BY9eKJ3VqbAOTCA9UwMjoVELjk2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "flip:[[],[\"horizontal\"],[\"horizontal\"],[]]",
        "shear:[5,-15]",
        "exposure:[9]",
        "noise:[0.75,935186]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Shear",
            "value": "X: 5°<br/>Y: -15°"
        },
        {
            "name": "Exposure",
            "value": "9%"
        },
        {
            "name": "Noise",
            "value": "0.75%"
        }
    ],
    "source": "4zSaBFkopsQBqX1E8xck",
    "split": "train",
    "split.BHC7yN3zGdWVvMiCosOb.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"flip:[[],[\\\"horizontal\\\"],[\\\"horizontal\\\"],[]]\",\n    \"shear:[5,-15]\",\n    \"exposure:[9]\",\n    \"noise:[0.75,935186]\"\n]",
    "updated": {
        "_seconds": 1663166521,
        "_nanoseconds": 636000000
    },
    "updatedDate": "Sep 14, 2022",
    "updatedTime": "2:42PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "BHC7yN3zGdWVvMiCosOb/2"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "cars",
            "x": 90.26355601973852,
            "y": 276.82592959087424,
            "width": 133.38445326984188,
            "height": 144.8297819266071
        },
        {
            "label": "cars",
            "x": 169.45268670328886,
            "y": 276.41432517232624,
            "width": 114.32358395339224,
            "height": 149.64562515373314
        },
        {
            "label": "cars",
            "x": 257.9235896750504,
            "y": 267.67157845028197,
            "width": 103.06898495630526,
            "height": 139.93324985494792
        },
        {
            "label": "cars",
            "x": 354.3362985903348,
            "y": 256.2289224200303,
            "width": 99.38445326984186,
            "height": 141.8551673667257
        }
    ],
    "height": 416,
    "key": "images (3).jpg",
    "width": 416
}

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