Dataset Versions

Versions
2023-10-27 5:50am
v10
·
a year ago
2023-10-27 1:29am
v9
·
a year ago
2023-10-27 1:27am
v8
·
a year ago
2023-10-27 1:08am
v6
·
a year ago
v10

2023-10-27 5:50am

Generated on Oct 26, 2023
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Dataset Split

Train Set 71%
2223Images
Valid Set 15%
452Images
Test Set 14%
441Images

Preprocessing

Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Noise: Up to 3% of pixels
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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Labels
Attributes
Raw Data

Annotations

Group:
traffic-sign-wG8D

CLASSES

LAYERS

 
40 km-h Speed Limit
1

Unused Classes

10 km/h Speed Limit
100 km/h Speed Limit
20 km/h Speed Limit
30 km/h Speed Limit
40 km/h Speed Limit
50 km/h Speed Limit
60 km/h Speed Limit
80 km/h Speed Limit
Added Lane (left)
Advisory speed 20
Bicycle Lane
Bicycles Only
Bus Lane
End Clearway
End of Shared Zone
Give way
Give way at roundabout
Island curve marker (right)
Keep Left
Keep Right
Merging Traffic (left)
No Entry
No Left Turn
No Right Turn
No U-turn
One Way (left)
One Way (right)
Pedestrian Crossing
Pedestrians
Right Turn from Left Only
Road Bump
Road Safety Cameras Operate In This Area
Roundabout Ahead
Safety Zone
Shared Zone
Slow
Stop
Stop when Traffic signals are off or flashing
Traffic Lights ahead
Trucks Crossing or Entering
Turn Left
Turn Right
Workers Ahead
train speed 10

Tags

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Attributes

youtube-191.jpg

640x640
0.41MP

Updated Oct 26, 2023

6:50PM
GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Resize Stretch to 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Island curve marker (right)": 6,
        "Pedestrian Crossing": 193,
        "One Way (left)": 22,
        "Bicycles Only": 10,
        "Stop": 42,
        "Slow": 5,
        "80 km/h Speed Limit": 170,
        "Give way at roundabout": 6,
        "Turn Left": 10,
        "No Left Turn": 178,
        "Shared Zone": 108,
        "50 km/h Speed Limit": 13,
        "No U-turn": 75,
        "10 km/h Speed Limit": 25,
        "Roundabout Ahead": 9,
        "No Entry": 39,
        "100 km/h Speed Limit": 18,
        "Turn Right": 14,
        "Give way": 12,
        "End of Shared Zone": 32,
        "Road Safety Cameras Operate In This Area": 4,
        "Pedestrians": 6,
        "Right Turn from Left Only": 338,
        "Bicycle Lane": 63,
        "40 km/h Speed Limit": 437,
        "Keep Right": 3,
        "Bus Lane": 11,
        "One Way (right)": 7,
        "Road Bump": 51,
        "Merging Traffic (left)": 12,
        "Stop when Traffic signals are off or flashing": 4,
        "Traffic Lights ahead": 9,
        "20 km/h Speed Limit": 120,
        "Trucks Crossing or Entering": 43,
        "Advisory speed 20": 5,
        "Safety Zone": 49,
        "60 km/h Speed Limit": 49,
        "Added Lane (left)": 8,
        "train speed 10": 13,
        "30 km/h Speed Limit": 9,
        "Keep Left": 302,
        "Workers Ahead": 14,
        "End Clearway": 5,
        "No Right Turn": 355
    },
    "datasets": [
        "7TBh3XrbXuOfHBexxqgA"
    ],
    "destination": "16eb669bc9f4968908b5921e97016b74",
    "height": 640,
    "id": "6T22bTarcE3SuKOdySqc",
    "label": [],
    "labels": [],
    "name": "youtube-191.jpg",
    "numSteps": 1,
    "owner": "qp1mOwrsZdXn739l3LIyVbRcqif1",
    "preprocessing": [
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "6T22bTarcE3SuKOdySqc",
    "split": "test",
    "split.7TBh3XrbXuOfHBexxqgA.10": "test",
    "split.7TBh3XrbXuOfHBexxqgA.4": "train",
    "split.7TBh3XrbXuOfHBexxqgA.5": "train",
    "split.7TBh3XrbXuOfHBexxqgA.6": "test",
    "split.7TBh3XrbXuOfHBexxqgA.7": "test",
    "split.7TBh3XrbXuOfHBexxqgA.8": "test",
    "split.7TBh3XrbXuOfHBexxqgA.9": "test",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1698346237,
        "_nanoseconds": 217000000
    },
    "updatedDate": "Oct 26, 2023",
    "updatedTime": "6:50PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "7TBh3XrbXuOfHBexxqgA/5",
        "7TBh3XrbXuOfHBexxqgA/6",
        "7TBh3XrbXuOfHBexxqgA/8",
        "7TBh3XrbXuOfHBexxqgA/9",
        "7TBh3XrbXuOfHBexxqgA/10"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "40 km-h Speed Limit",
            "x": 223,
            "y": 393,
            "width": 9,
            "height": 26
        }
    ],
    "height": 640,
    "key": "youtube-191.jpg",
    "width": 640
}

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