Dataset Versions

v5

2024-11-05 5:12am

Generated on Nov 5, 2024

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Dataset Split

Train Set 82%
6528Images
Valid Set 9%
725Images
Test Set 9%
727Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 1.8px
Noise: Up to 1.93% of pixels

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Road Sign Detection in Real Time
Annotate
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train
Labels
Attributes
Raw Data

Annotations

Group:
Traffic-Road-Signs

CLASSES

LAYERS

 
Speed Limit -80-
1

Unused Classes

Barrier Ahead
Cattle
Caution
Cycle Crossing
Dangerous Dip
Eating Place
Falling Rocks
Ferry
First Aid Post
Give Way
Horn Prohibited
Hospital
Hump
Left Hair Pin Bend
Left Reverse Bend
Left hand curve
Light Refreshment
Men at Work
Narrow Bridge
Narrow road ahead
No Parking
No Stopping
No Thorough Road
No Thorough SideRoad
No left turn sign
Parking Lot Cars
Parking Lot Cycle
Parking Lot Scooter and MotorCycle
Parking This side
Pedestrian Crossing
Pedestrian Prohibited
Petrol Pump/ Gas Station
Public Telephone
Resting Place
Right Hair Pin Bend
Right Hand Curve
Right Reverse Bend
Road Wideness Ahead
Round About
School Ahead
Slippery Road
Speed Limit (10)
Speed Limit (100)
Speed Limit (110)
Speed Limit (120)
Speed Limit (130)
Speed Limit (140)
Speed Limit (150)
Speed Limit (160)
Speed Limit (20)
Speed Limit (25)
Speed Limit (35)
Speed Limit (45)
Speed Limit (48)
Speed Limit (5)
Speed Limit (50)
Speed Limit (55)
Speed Limit (60)
Speed Limit (65)
Speed Limit (70)
Speed Limit (75)
Speed Limit (8)
Speed Limit (80)
Speed Limit (90)
Speed Limit 3
Speed Limit 30
Speed limit (15)
Speed limit (40)
Steep Ascent
Steep Desecnt
Stop
Straight Prohibitor No Entry
\
walking

Tags

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

Attributes

SPEED_LIM-1060-.png

640x640
0.41MP

Updated May 6, 56816

6:12PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Grayscale Applied
Auto-Adjust Contrast Contrast Stretching
Blur 0.5px
Noise 0.8%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Barrier Ahead": 86,
        "Cattle": 48,
        "Caution": 15,
        "Cycle Crossing": 78,
        "Dangerous Dip": 84,
        "Eating Place": 41,
        "Falling Rocks": 88,
        "Ferry": 14,
        "First Aid Post": 65,
        "Give Way": 125,
        "Horn Prohibited": 56,
        "Hospital": 46,
        "Hump": 111,
        "Left Hair Pin Bend": 14,
        "Left Reverse Bend": 10,
        "Left hand curve": 43,
        "Light Refreshment": 43,
        "Men at Work": 13,
        "Narrow Bridge": 28,
        "Narrow road ahead": 42,
        "No Parking": 56,
        "No Stopping": 33,
        "No Thorough Road": 48,
        "No Thorough SideRoad": 23,
        "No left turn sign": 1,
        "Parking Lot Cars": 30,
        "Parking Lot Cycle": 42,
        "Parking Lot Scooter and MotorCycle": 76,
        "Parking This side": 15,
        "Pedestrian Crossing": 81,
        "Pedestrian Prohibited": 29,
        "Petrol Pump/ Gas Station": 54,
        "Public Telephone": 71,
        "Resting Place": 36,
        "Right Hair Pin Bend": 46,
        "Right Hand Curve": 36,
        "Right Reverse Bend": 91,
        "Road Wideness Ahead": 44,
        "Round About": 29,
        "School Ahead": 49,
        "Slippery Road": 43,
        "Speed Limit (10)": 69,
        "Speed Limit (100)": 67,
        "Speed Limit (110)": 47,
        "Speed Limit (120)": 47,
        "Speed Limit (130)": 28,
        "Speed Limit (140)": 12,
        "Speed Limit (150)": 6,
        "Speed Limit (160)": 5,
        "Speed Limit (20)": 96,
        "Speed Limit (25)": 30,
        "Speed Limit (35)": 27,
        "Speed Limit (45)": 19,
        "Speed Limit (48)": 1,
        "Speed Limit (5)": 50,
        "Speed Limit (50)": 175,
        "Speed Limit (55)": 21,
        "Speed Limit (60)": 138,
        "Speed Limit (65)": 19,
        "Speed Limit (70)": 105,
        "Speed Limit (75)": 24,
        "Speed Limit (8)": 9,
        "Speed Limit (80)": 97,
        "Speed Limit (90)": 69,
        "Speed Limit 3": 3,
        "Speed Limit 30": 130,
        "Speed limit (15)": 36,
        "Speed limit (40)": 115,
        "Steep Ascent": 72,
        "Steep Desecnt": 82,
        "Stop": 129,
        "Straight Prohibitor No Entry": 15,
        "\\": 1,
        "walking": 2
    },
    "datasets": [
        "iE0u72ugIBYNXyNIiu0h"
    ],
    "destination": "ff8337c7c79fea44bebb08d2c7eeb4c8",
    "height": 640,
    "id": "zI1MPcwcaUQErznkqOC2",
    "label": [],
    "labels": [],
    "name": "SPEED_LIM-1060-.png",
    "numSteps": 6,
    "owner": "XEyiFTKLIBWL385sNs2GXfigQIu2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "auto-contrast:[\"Contrast Stretching\"]",
        "blur:[0.5]",
        "noise:[0.8,242339]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "0.8%"
        }
    ],
    "source": "zI1MPcwcaUQErznkqOC2",
    "split": "train",
    "split.iE0u72ugIBYNXyNIiu0h.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"blur:[0.5]\",\n    \"noise:[0.8,242339]\"\n]",
    "updated": 1730783527962,
    "updatedDate": "May 6, 56816",
    "updatedTime": "6:12PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "iE0u72ugIBYNXyNIiu0h/5"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Speed Limit -80-",
            "x": 321.5,
            "y": 319.5,
            "width": 413.5,
            "height": 352
        }
    ],
    "height": 640,
    "key": "SPEED_LIM (1060).png",
    "width": 640
}

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