Dataset Versions

v1

2024-11-27 3:24pm

Generated on Nov 27, 2024

Dataset Split

Train Set 88%
420Images
Valid Set 8%
40Images
Test Set 4%
20Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 1px

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WayFAST_semantic_segmantation
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rgb_ts_2021_12_16_13h39m13s_000178.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
road-grass-tree-snow-obstacle

CLASSES

LAYERS

 
grass
1
 
tree
3
 
Base : background

Unused Classes

background
baluster
bike
building
car
ground
leaf
obstacles
road
setaria
sky
snow
unknown

Tags

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

Attributes

rgb_ts_2021_12_16_13h39m13s_000178.jpg

424x240
0.10MP

Updated Nov 27, 2024

9:24PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Flip Horizontal
Rotation
Hue -6°
Saturation -5%
Brightness 18%
Exposure -8%
Blur 1px

Annotation History

Loading...

Raw Data

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    "camera": "Generated by Roboflow",
    "classes": [
        "background",
        "bike",
        "building",
        "car",
        "grass",
        "ground",
        "leaf",
        "obstacles",
        "road",
        "setaria",
        "sky",
        "snow",
        "tree",
        "unknown"
    ],
    "datasets": [
        "johyo2UxWkHyL8pmxrgo"
    ],
    "destination": "537eef7f283fd8cdf40f97ba9354c702",
    "height": 240,
    "id": "KEpX9XkFT6WhFrkg471a",
    "label": [],
    "labels": [],
    "name": "rgb_ts_2021_12_16_13h39m13s_000178.jpg",
    "numSteps": 7,
    "owner": "WYeQBKZsfkdyyxaTfFnKInG3KGx1",
    "preprocessing": [
        "flip:[\"horizontal\"]",
        "rotate:[2]",
        "hue:[-6]",
        "saturation:[-5]",
        "brightness:[18]",
        "exposure:[-8]",
        "blur:[1]"
    ],
    "preprocessingParsed": [
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Hue",
            "value": "-6°"
        },
        {
            "name": "Saturation",
            "value": "-5%"
        },
        {
            "name": "Brightness",
            "value": "18%"
        },
        {
            "name": "Exposure",
            "value": "-8%"
        },
        {
            "name": "Blur",
            "value": "1px"
        }
    ],
    "source": "KEpX9XkFT6WhFrkg471a",
    "split": "train",
    "split.johyo2UxWkHyL8pmxrgo.1": "train",
    "status": "generated",
    "transforms": "[\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[2]\",\n    \"hue:[-6]\",\n    \"saturation:[-5]\",\n    \"brightness:[18]\",\n    \"exposure:[-8]\",\n    \"blur:[1]\"\n]",
    "updated": {
        "_seconds": 1732742688,
        "_nanoseconds": 389000000
    },
    "updatedDate": "Nov 27, 2024",
    "updatedTime": "9:24PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "johyo2UxWkHyL8pmxrgo/1"
    ],
    "width": 424
}
{
    "boxes": [
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            "width": 424,
            "height": 228.810562,
            "points": [
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                [
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                [
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        },
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            "label": "tree",
            "x": 110.61568700000001,
            "y": 31.260077499999998,
            "width": 156.46614,
            "height": 60.261969,
            "points": [
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                [
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                [
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                [
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                [
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                [
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                [
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                [
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        },
        {
            "type": "polygon",
            "label": "tree",
            "x": 297.9902695,
            "y": 7.4291585,
            "width": 243.360107,
            "height": 14.858317,
            "points": [
                [
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                [
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                [
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                [
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                [
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                [
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                [
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        },
        {
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            "label": "tree",
            "x": 21.0492625,
            "y": 11.055419,
            "width": 42.098525,
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            ]
        }
    ],
    "height": 240,
    "key": "rgb_ts_2021_12_16_13h39m13s_000178.jpg",
    "width": 424
}

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