Dataset Versions

2024-07-23 2:37am

Generated on Jul 23, 2024

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1294 Total Images

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Dataset Split

Train Set 89%

1158Images

Valid Set 11%

136Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Rotation: Between -15° and +15°

Shear: ±10° Horizontal, ±10° Vertical

Blur: Up to 2.5px

Noise: Up to 1.01% of pixels

Similar Projects

Annotations

Group:

road-lane

CLASSES

LAYERS

lane2

Unused Classes

road-lane

traffic light

111_speed-60_steer-3_e842205a-480d-11ef-99da-ef5574038151.png

640x640

0.41MP

Updated Jul 28, 56528

4:40AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640
Rotation	0°
Shear	X: 1° Y: -5°
Blur	2.25px
Noise	0.46%

Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "lane2": 526,
        "traffic light": 218
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    "datasets": [
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    ],
    "destination": "118b071ac3d768ce50732ddb8140dbaf",
    "height": 640,
    "id": "JXerLtmXlGXIYcQOr1sf",
    "label": [],
    "labels": [],
    "name": "111_speed-60_steer-3_e842205a-480d-11ef-99da-ef5574038151.png",
    "numSteps": 6,
    "owner": "5ZmkGn6mMMSWLtSn2h97OlHhQBG2",
    "preprocessing": [
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        },
        {
            "name": "Rotation",
            "value": "0°"
        },
        {
            "name": "Shear",
            "value": "X: 1°<br/>Y: -5°"
        },
        {
            "name": "Blur",
            "value": "2.25px"
        },
        {
            "name": "Noise",
            "value": "0.46%"
        }
    ],
    "source": "JXerLtmXlGXIYcQOr1sf",
    "split": "train",
    "split.vnT8DdDKH9DWsFqyVT9A.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[0]\",\n    \"shear:[1,-5]\",\n    \"blur:[2.25]\",\n    \"noise:[0.46,400786]\"\n]",
    "updated": 1721702234444,
    "updatedDate": "Jul 28, 56528",
    "updatedTime": "4:40AM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "0722"
    ],
    "versions": [
        "vnT8DdDKH9DWsFqyVT9A/2"
    ],
    "width": 640
}

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            "type": "polygon",
            "label": "lane2",
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            "y": 543.7395195,
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            "height": 189.14570499999996,
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    "height": 640,
    "key": "111_speed:60_steer:-3_e842205a-480d-11ef-99da-ef5574038151.png",
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}

nano