Dataset Versions

v4

2024-04-06 1:01am

Generated on Apr 5, 2024

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Dataset Split

Train Set 75%
2932Images
Valid Set 16%
633Images
Test Set 9%
351Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

No augmentations were applied.

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Labels
Attributes
Raw Data

Annotations

Group: roads-trafic-signals
 
pothole
1

Unused Classes

Automobile
Fuel Station
Go slow accident prone area
Green signal
Hospital
Human
Men at work
No Horn
No Parking
Parking
Pothole
Red signal
School Zone
Sound horn
Speed breaker Ahead
Speed limit
Stop
Traffic signal
U-turn
U-turn prohibited
Yellow signal

Attributes

1.jpg

640x480
0.31MP

Updated Apr 5, 2024

7:31PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fit within 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "compulsary left": 1,
        "only left": 2,
        "bus speed limit 40": 1,
        "gap in median": 6,
        "traffic signal": 166,
        "danger": 1,
        "road winds": 1,
        "traffic cone": 1,
        "speed limit 20": 3,
        "trafic-signals": 1,
        "weight limit": 1,
        "no crossing": 4,
        "narrow left": 5,
        "no stopping": 2,
        "left reverse bend": 3,
        "right reverse bend'": 1,
        "cows ahead": 1,
        "heavy vehicle speed limit 45": 2,
        "no over taking": 1,
        "no standing": 2,
        "crossing": 3,
        "bridge ahead": 3,
        "bike speed limit 40": 1,
        "straight only": 2,
        "exit": 2,
        "car speed limit 50": 3,
        "red cap": 1,
        "directions": 13,
        "speed limit 50": 1,
        "truck spped limit 40": 1,
        "red light": 1,
        "pedestrian signal": 5,
        "go slow": 5,
        "go straight": 2,
        "truck": 1,
        "no left": 2,
        "no parkiing": 1,
        "school a head": 2,
        "zebra crossing": 5,
        "car speed limit 60": 2,
        "car": 2,
        "turn left": 10,
        "speed limit 40": 3,
        "no right": 2,
        "count down": 1,
        "turn left signal": 2,
        "left signal": 4,
        "speed breakers": 1,
        "compulsory left": 3,
        "side road left": 4,
        "four road connectivity": 2,
        "go": 7,
        "straight signal": 16,
        "right signal": 7,
        "message": 6,
        "sound horn": 1,
        "turn right": 8,
        "up a head": 1,
        "three way junction": 5,
        "narrow road": 3,
        "narrow right": 2,
        "bump ahead": 7,
        "accident prone area go slow": 1,
        "uturn ahead": 2,
        "fuel station": 2,
        "pedastrains crossing ahead": 1,
        "pothole": 1538,
        "orange signal": 35,
        "no parking": 230,
        "parking": 112,
        "Automobile": 908,
        "speed limit": 287,
        "men at work": 265,
        "yellow signal": 128,
        "fule-station": 104,
        "no horn": 104,
        "uturn prohibited": 209,
        "go slow accident prone area": 135,
        "green signal": 141,
        "speed brakers": 184,
        "School Zone": 183,
        "red signal": 167,
        "stop": 208,
        "hospital": 87,
        "human": 322
    },
    "datasets": [
        "c6BIgnnt8062hIHbzBIl"
    ],
    "destination": "3ffa98dc91eb7456542fa9650cd07165",
    "height": 480,
    "id": "WHllQOFHTvjjtlr7bOdE",
    "label": [],
    "labels": [],
    "name": "1.jpg",
    "numSteps": 2,
    "owner": "KfSKCxtGwmczMpMcRd2DySoxxJf1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit within\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit within 640x640"
        }
    ],
    "source": "WHllQOFHTvjjtlr7bOdE",
    "split": "train",
    "split.c6BIgnnt8062hIHbzBIl.1": "train",
    "split.c6BIgnnt8062hIHbzBIl.2": "train",
    "split.c6BIgnnt8062hIHbzBIl.3": "train",
    "split.c6BIgnnt8062hIHbzBIl.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit within\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1712345476,
        "_nanoseconds": 851000000
    },
    "updatedDate": "Apr 5, 2024",
    "updatedTime": "7:31PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "c6BIgnnt8062hIHbzBIl/1",
        "c6BIgnnt8062hIHbzBIl/2",
        "c6BIgnnt8062hIHbzBIl/4"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "pothole",
            "x": 348,
            "y": 272,
            "width": 200,
            "height": 58
        }
    ],
    "height": 480,
    "key": "1.jpg",
    "width": 640
}

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